PGMODAYS 2019: PGMODAYS 2019

A
Aardal, Karen	Integer optimization and machine learning, some recent developments
Abi Jaber, Eduardo	Linear–Quadratic optimal control for a class of stochastic Volterra equations: solvability and approximation
Ablin, Pierre	Learning step sizes for unfolded sparse coding
Adhikari, Bibhas	Combinatorial Matrix Theory in Multivariate Statistics: the Case of Structural Equation Models
Adje, Assale	Exact Verification of Piecewise Affine Dynamical Systems
Akian, Marianne	Solving Perfect Information Mean Payoff Zero-sum Stochastic Games by Variance Reduced Deflated Value Iteration
Akkaya, Deniz	L0-Regularized Huber Loss Function - ****CANCELLED****
Alais, Jean-Christophe	On facing demand forecast uncertainties by means of Robust Optimization
Alasseur, Clémence	Peer-to-peer Electricity Market Analysis: from Variational to Generalized Nash Equilibrium
Ales, Zacharie	A Graph-based Heuristic for Variable Selection in Mixed Integer Linear Programming
Allaire, Grégoire	Null Space Gradient Flows for Constrained Optimization with Applications to Shape Optimization
Allaire, Grégoire	TOPOLOGY OPTIMIZATION IN BRITTLE FRACTURE MECHANICS USING LEVEL-SETS Topology optimization of support structures for thermo-mechanical constraints in powder bed additive manufacturing Coupled optimization of both structure and mechanical connections (location and number)
Allaoua, Hemmak	HYBRIDIZING SIMULATED ANNEALING WITH RADIAL BASIS FUNCTION NETWORKS MODEL FOR GLOBAL OPTIMIZATION PROBLEMS***CANCELLED****
Amstutz, Samuel	A consistent relaxation of optimal design problems for coupling shape and topological derivatives
Angelopoulos, Spyros	Online Computation with Untrusted Advice
Anjos, Miguel	A Tight-and-Cheap Relaxation for the ACOPF Problem Improving Clique Decompositions of Semidefinite Relaxations for Optimal Power Flow Problems Spectral Bounds For Graph Partitioning Problems Artificial Intelligence and optimal policies for prosumer integration Pleiad: A Python Framework to Optimize Residential Power Consumption Near-Optimal Robust Bilevel Optimization Evaluation of the Impact of the Power Production Function Approximation on Hydropower Maintenance Scheduling***Cancelled***
Anjos, Miguel	A Tight-and-Cheap Relaxation for the ACOPF Problem
Antonakopoulos, Kimon	Bregman Proximal Methods Revisited for Solving Variational Inequalities with Singularities ***Cancelled***
Assoumou, Edi	Stochastic Model for the Uncertainties in the Long-Term Prediction of Run-of-River Hydropower Generation
Atenas, Felipe	Scenario and Stage Decompositions for Planning Energy Investment under Uncertainty ***Cancelled***
Aussel, Didier	Quasi-Variational Inequality problems over product sets and applications to GNEPs
Aussel, Didier	A Multi-Leader-Follower Game for Demand-Side Management
B
Bach, Francis	Towards closing the gap between the theory and practice of SVRG
Backhaus, Scott	Arbitrage with Power Factor Correction using Energy Storage
Balbiyad, Saad	Multiple Decision-Makers in a Collective Self-consumption context: Bilevel optimization
Baraffe, Héloïse	Bayesian Multi-objective Optimization with Noisy Evaluations using the Knowledge Gradient
Barracosa, Bruno	Bayesian Multi-objective Optimization with Noisy Evaluations using the Knowledge Gradient
Bayen, Térence	Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled**
Bect, Julien	Bayesian Multi-objective Optimization with Noisy Evaluations using the Knowledge Gradient
Belmega, E. Veronica	Bregman Proximal Methods Revisited for Solving Variational Inequalities with Singularities ***Cancelled***
Ben Gharbia, Ibtihel	A new strategy for solving nonlinear complementarity problems arising in thermodynamics of compositional multiphase mixtures
Bendotti, Pascale	Anchor-Robust Solutions for the Resource-Constrained Project Scheduling Problem
Bentz, Cedric	Optimizing Battery Usage for a Telecommunications Company Participating in a Curtailing Market
Bernard, Olivier	Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled**
Bertrand, Quentin	Handling correlated and repeated measurements with the smoothed Multivariate square-root Lasso
Bertucci, Charles	Contributions to the mean field games theory
Besançon, Mathieu	Near-Optimal Robust Bilevel Optimization
Bettiol, Piernicola	Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled**
Bihr, Martin	Topology optimization of support structures for thermo-mechanical constraints in powder bed additive manufacturing
Bingane, Christian	A Tight-and-Cheap Relaxation for the ACOPF Problem
Bissuel, Côme	Optimal Design of a District Cooling System Design by Mixed Integer Linear Programming A Graph-based Heuristic for Variable Selection in Mixed Integer Linear Programming
Bittar, Thomas	A decomposition method by component for the optimization of maintenance scheduling
Bogosel, Beniamin	Topology optimization of support structures for thermo-mechanical constraints in powder bed additive manufacturing
Bolte, Jerome	An Inertial Newton Algorithm for Deep Learning with Convergence Guarantees
Bonvin, Gratien	An extended LP formulation for the water pump scheduling problem
Bossy, Mireille	Stochastic Model for the Uncertainties in the Long-Term Prediction of Run-of-River Hydropower Generation
Boudhar, Mourad	New Results for the Flow Shop problem with Conflict Graph
Bouhtou, Mustapha	Optimizing Battery Usage for a Telecommunications Company Participating in a Curtailing Market
Boulmier, Simon	Unconstrained nonlinear relaxations in global optimization
Bouras, Ikram	Minimizing Energy and Link capacity Utilization in ISP Backbone Networks: Bi-level approach
Bourel, Mathias	Generating Specialized Biased Experts for Electricity and Pollution Forecasting using Online Mixture
Bouveyron, Charles	Co-Clustering for multivariate functional data for the Analysis of Electric Power Consumption
Bozzi, Laurent	Co-Clustering for multivariate functional data for the Analysis of Electric Power Consumption
Brotcorne, Luce	Bilevel optimization applied to strategic pricing in electricity markets and extension to markets with massive entry of renewable energies and distributed generation Strategic bidding in Price Coupled Regions - ****CANCELLED**** Near-Optimal Robust Bilevel Optimization
Brunod-Indrigo, Luca	Anchor-Robust Solutions for the Resource-Constrained Project Scheduling Problem
Bucarey, Victor	Random Allocations, Fairness and Implementability in Stackelberg Security Games
Buckdahn, Rainer	Representation formulas for limit values of long run stochastic optimal controls
Busic, Ana	Arbitrage with Power Factor Correction using Energy Storage
Bérenguer, Christophe	Improvement of condition-based maintenance for a guaranteed level of service on a fleet of equipment
C
Caillaud, Corentin	Error estimate for TV denoising
Cambier, Adrien	Optimizing Network Investments and Designing of Offers for a Telecommunication Operator
Cao Van, Kien	Quasi-Variational Inequality problems over product sets and applications to GNEPs
Carpentier, Pierre	A decomposition method by component for the optimization of maintenance scheduling Optimal reserve sizing for frequency regulation
Castera, Camille	An Inertial Newton Algorithm for Deep Learning with Convergence Guarantees
Cazenave, Tristan	Improving MCTS approaches for Vehicle Routing Problems
Chambolle, Antonin	Error estimate for TV denoising
Chancelier, Jean-Philippe	Variational Formulations for the l0 Pseudonorm and Applications to Sparse Optimization
Chancelier, Jean-Philippe	A decomposition method by component for the optimization of maintenance scheduling Optimal reserve sizing for frequency regulation
Chardy, Matthieu	Optimizing Battery Usage for a Telecommunications Company Participating in a Curtailing Market Optimizing Network Investments and Designing of Offers for a Telecommunication Operator
Chorobura, Ana Paula	Quantifying the value of flexibility: demand response versus storage
Chouzenoux, Émilie	General Risk Measures for Robust Machine Learning
Christophette, Blanchet-Scalliet	Bayesian Optimization Under Uncertainty for Chance Constrained Problems
Chrétienne, Philippe	Anchor-Robust Solutions for the Resource-Constrained Project Scheduling Problem
Codsi, Julien	Mixed Integer Optimization Using Piecewise Linear Function Fitting and JULIA-based library
Congedo, Pietro Marco	Constrained Multi-Objective Optimization under Uncertainty with Multi-fidelity Approximations
Courtot, François	Optimal Design of a District Cooling System Design by Mixed Integer Linear Programming
Cugliari, Jairo	Generating Specialized Biased Experts for Electricity and Pollution Forecasting using Online Mixture
Céline, Helbert	Bayesian Optimization Under Uncertainty for Chance Constrained Problems
Côté, Pascal	Evaluation of the Impact of the Power Production Function Approximation on Hydropower Maintenance Scheduling***Cancelled***
D
D'Ambrosio, Claudia	Algorithmic configuration by learning and optimization A Lagrangian Decomposition for Hydro Unit Commitment Problem With Two Reservoir Evaluation of the Impact of the Power Production Function Approximation on Hydropower Maintenance Scheduling***Cancelled***
Dai, Xueqi	Signature-Based Disaggregation of Electricity Demand
Dalle, Guillaume	Delay propagation on a suburban railway network
Dapogny, Charles	Null Space Gradient Flows for Constrained Optimization with Applications to Shape Optimization Robust topology optimization of nanophotonic devices
Dapogny, Charles	A consistent relaxation of optimal design problems for coupling shape and topological derivatives
Darmon, Patrice	New Containers Scheduling Strategy based on a Multi-Criteria Decision Algorithm
De Boeck, Jérôme	Strategic bidding in Price Coupled Regions - ****CANCELLED****
De Castro, Yohann	Delay propagation on a suburban railway network
De Lara, Michel	Optimal reserve sizing for frequency regulation Variational Formulations for the l0 Pseudonorm and Applications to Sparse Optimization
de Oliveira, Welington	Scenario and Stage Decompositions for Planning Energy Investment under Uncertainty ***Cancelled***
De Oliveira, Wellington	A Difference-of-Convex Approach for Optimal Power Flow Problems with Probability Constraints
de Saporta, Benoîte	Design of optimal maintenance strategies using piecewise deterministic Markov processes
Deka, Deepjyoti	Arbitrage with Power Factor Correction using Energy Storage
Del Grosso, Ganesh	Privacy Preserving Synthetic Smart Meters Data
Demassey, Sophie	An extended LP formulation for the water pump scheduling problem
Demassey, Sophie	A Difference-of-Convex Approach for Optimal Power Flow Problems with Probability Constraints
Desai, Jeet	TOPOLOGY OPTIMIZATION IN BRITTLE FRACTURE MECHANICS USING LEVEL-SETS
Dieuleveut, Aymeric	Online Restart Strategies for SGD
Doerr, Benjamin	Expressiveness, Robustness and Stability of Landscape Features Self-Adjusting Mutation Rates with Provably Optimal Success Rules
Doerr, Carola	Expressiveness, Robustness and Stability of Landscape Features Self-Adjusting Mutation Rates with Provably Optimal Success Rules Towards Dynamic Algorithm Selection
Dolgov, Sergey	Tensor Decomposition for High-dimensional Hamilton-Jacobi-Bellman Equations
Domínguez, Concepción	The Rank Pricing Problem with Ties
Dreo, Johann	Expressiveness, Robustness and Stability of Landscape Features
Dufour, Francois	Design of optimal maintenance strategies using piecewise deterministic Markov processes
Dupuis, Xavier	The Geometry of Sparse Analysis Regularization
Durbano Lobato, Rafael	SMS++: a Structured Modelling System for Optimization
Dussault, Jean-Pierre	Polyhedral Newton-Min Algorithms for Complementarity Problems
Dürr, Christoph	Online Computation with Untrusted Advice
E
Edom, Éloïse	Evaluation of the Impact of the Power Production Function Approximation on Hydropower Maintenance Scheduling***Cancelled***
Eisenbrand, Friedrich	Dynamic Programming for IP
Elloumi, Sourour	Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization
Etheve, Marc	A Graph-based Heuristic for Variable Selection in Mixed Integer Linear Programming
F
Fadili, Jalal	Model Consistency for Learning with Low-complexity Priors
Fang, Qin	Principal Component Analysis for a Bundle of Functional Time Series and its Application in Prediction
Faria Silva, Isaias	Optimizing Battery Usage for a Telecommunications Company Participating in a Curtailing Market
Feppon, Florian	Null Space Gradient Flows for Constrained Optimization with Applications to Shape Optimization
Ferrer, Alex	A consistent relaxation of optimal design problems for coupling shape and topological derivatives
Feydy, Jean	Sinkhorn Divergences for Unbalanced Optimal Transport
Figueiredo, Rosa	Minimizing Energy and Link capacity Utilization in ISP Backbone Networks: Bi-level approach Optimizing Network Investments and Designing of Offers for a Telecommunication Operator
Fontaine, Xavier	An adaptive stochastic optimization algorithm for resource allocation
Fort, Gersende	Improving the convergence of Stochastically perturbed Nesterov's accelerated Forward-Backward
Fortz, Bernard	Strategic bidding in Price Coupled Regions - ****CANCELLED****
Fouilhoux, Pierre	Anchor-Robust Solutions for the Resource-Constrained Project Scheduling Problem
Frangioni, Antonio	SMS++: a Structured Modelling System for Optimization Algorithmic configuration by learning and optimization
Frappier, Mathieu	Polyhedral Newton-Min Algorithms for Complementarity Problems
Févotte, Cédric	An Inertial Newton Algorithm for Deep Learning with Convergence Guarantees
G
Gammoudi, Nidhal	Deep learning numerical methods for Hamilton Jacobi equations - ****CANCELLED****
Garcia-Bertrand, Raquel	Constraint Generation for Risk Averse Two-Stage Stochastic Programs
Gaubert, Stéphane	Solving Perfect Information Mean Payoff Zero-sum Stochastic Games by Variance Reduced Deflated Value Iteration
Gaudrie, David	Bayesian Optimization in Reduced Eigenbases
Gazagnadou, Nidham	Towards closing the gap between the theory and practice of SVRG
Gendron, Bernard	Mixed Integer Optimization Using Piecewise Linear Function Fitting and JULIA-based library
Gicquel, Céline	Design of a charging infrastructure for electric vehicles under a stochastic driving range Stochastic lot-sizing problem with remanufacturing: a dual dynamic decomposition approach Optimal Design of a District Cooling System Design by Mixed Integer Linear Programming
Gilbert, Jean Charles	Polyhedral Newton-Min Algorithms for Complementarity Problems
Glière, Alain	Robust topology optimization of nanophotonic devices
Gobet, Emmanuel	McKean Stochastic Optimal Control of an Energy Storage System to reduce demand variability
Godard, Hadrien	Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound
Gomez-Herrera, Juan	Pleiad: A Python Framework to Optimize Residential Power Consumption
Goude, Yannig	Generating Specialized Biased Experts for Electricity and Pollution Forecasting using Online Mixture
Gourdin, Éric	Extended formulations for the Virtual Network Functions Placement and Routing Problem
Gouzé, Jean-Luc	Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled**
Gower, Robert M.	Towards closing the gap between the theory and practice of SVRG
Grall, Antoine	Improvement of condition-based maintenance for a guaranteed level of service on a fleet of equipment
Gramfort, Alexandre	Learning step sizes for unfolded sparse coding Handling correlated and repeated measurements with the smoothed Multivariate square-root Lasso
Grangereau, Maxime	McKean Stochastic Optimal Control of an Energy Storage System to reduce demand variability
Gross, Elizabeth	Combinatorial Matrix Theory in Multivariate Statistics: the Case of Structural Equation Models
Guillaume, Garrigos	Model Consistency for Learning with Low-complexity Priors
Gérard, Henri	General Risk Measures for Robust Machine Learning
H
Haddou, Mounir	A new strategy for solving nonlinear complementarity problems arising in thermodynamics of compositional multiphase mixtures
Hall, Georgina	Partial Recovery in the Graph Alignment Problem
Harkonen, Marc	Combinatorial Matrix Theory in Multivariate Statistics: the Case of Structural Equation Models
Hashmi, Md Umar	Arbitrage with Power Factor Correction using Energy Storage
Hassan, Karim	Robust topology optimization of nanophotonic devices
Hassene, Aissi	On the minimum $s-t$ cut problem with budget constraints
Henrion, Didier	A moment approach for entropy solutions to scalar conservation laws Globally Optimal Solution to Inverse Kinematics of 7DOF Serial Manipulator
Henrion, René	Optimal Probabilistic Control of the Vibrating String under Random Initial Conditions
Hudelot, Céline	Prediction of building epoch from unconstrained images using deep learning: an expert level?
Huin, Nicolas	Routing and Slot Allocation in 5G Hard Slicing
I
Iommazzo, Gabriele	Algorithmic configuration by learning and optimization
J
Jacques, Julien	Co-Clustering for multivariate functional data for the Analysis of Electric Power Consumption
Jacquot, Paulin	Peer-to-peer Electricity Market Analysis: from Variational to Generalized Nash Equilibrium
Jankovic, Anja	Towards Dynamic Algorithm Selection
Javal, Paul	A Difference-of-Convex Approach for Optimal Power Flow Problems with Probability Constraints
Jeffers, Rebecca	Multiple Decision-Makers in a Collective Self-consumption context: Bilevel optimization
Jelassi, Sami	Towards closing the gap between the theory and practice of SVRG
Jin, Shendan	Online Computation with Untrusted Advice
Jofré, Alejandro	Bilevel optimization applied to strategic pricing in electricity markets and extension to markets with massive entry of renewable energies and distributed generation
Jouve, François	TOPOLOGY OPTIMIZATION IN BRITTLE FRACTURE MECHANICS USING LEVEL-SETS
Juan, Li	Representation formulas for limit values of long run stochastic optimal controls
Juan, Olivier	A Graph-based Heuristic for Variable Selection in Mixed Integer Linear Programming
K
Kaabachi, Islem	A DSS based on hybrid metaheuristic for waste collection routing problem with time windows
Kadkhodaei, Maryam	Economical assessment of different usage of microgrid battery storage in the UK market context
Kalesnikau, Ilya	Modeling transmission link's degradation caused by weather phenomena - the special case of FSO networks
Kalise, Dante	Tensor Decomposition for High-dimensional Hamilton-Jacobi-Bellman Equations
Kamali, Shahin	Online Computation with Untrusted Advice
Kchaou-Boujelben, Mouna	Design of a charging infrastructure for electric vehicles under a stochastic driving range
Kedad-Sidhoum, Safia	Optimizing Battery Usage for a Telecommunications Company Participating in a Curtailing Market A Graph-based Heuristic for Variable Selection in Mixed Integer Linear Programming
Kedad-Sidhoum, Safia	Stochastic lot-sizing problem with remanufacturing: a dual dynamic decomposition approach
Kim, Hyoseok	Improving MCTS approaches for Vehicle Routing Problems
Kleinert, Thomas	There's No Free Lunch: On the Hardness of Choosing a Correct Big-M in Bilevel Optimization
Krichen, Saoussen	A DSS based on hybrid metaheuristic for waste collection routing problem with time windows
Krolikowski, Jonatan	Routing in deterministic networks
Kunisch, Karl	Tensor Decomposition for High-dimensional Hamilton-Jacobi-Bellman Equations
Kuznetsova, Elizaveta	Artificial Intelligence and optimal policies for prosumer integration
L
Labbé, Martine	Random Allocations, Fairness and Implementability in Stackelberg Security Games The Rank Pricing Problem with Ties
Labbé, Martine	There's No Free Lunch: On the Hardness of Choosing a Correct Big-M in Bilevel Optimization
Lambert, Amélie	Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization
Langeron, Yves	Improvement of condition-based maintenance for a guaranteed level of service on a fleet of equipment
Lantz, Fréderic	Optimization of the power mix and the remuneration of the electric vehicles with VGI facilites
Lasserre, Jean Bernard	A moment approach for entropy solutions to scalar conservation laws
Lazare, Arnaud	The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization
Le Cadre, Hélène	Peer-to-peer Electricity Market Analysis: from Variational to Generalized Nash Equilibrium
Le Digabel, Sébastien	A Tight-and-Cheap Relaxation for the ACOPF Problem
Le Franc, Adrien	Optimal reserve sizing for frequency regulation
Lebbe, Nicolas	Robust topology optimization of nanophotonic devices
Leclere, Vincent	Strategic behaviour of risk-averse agents under stochastic market clearing
Leguay, Jérémie	Routing and Slot Allocation in 5G Hard Slicing Routing in deterministic networks
Lengler, Johannes	Self-Adjusting Mutation Rates with Provably Optimal Success Rules
Lepaul, Sébastien	A Multi-Leader-Follower Game for Demand-Side Management
Liberti, Leo	Algorithmic configuration by learning and optimization
Liu, Bingqian	Optimal Design of a District Cooling System Design by Mixed Integer Linear Programming
Ljubic, Ivana	Extended formulations for the Virtual Network Functions Placement and Routing Problem
Loiseau, Patrick	Sequential Learning in Resource Allocation Games as Path Planning Problems with Side-Observations
Lonchampt, Jérôme	A decomposition method by component for the optimization of maintenance scheduling
Lucas, Jean-Yves	Improving MCTS approaches for Vehicle Routing Problems
Létocart, Lucas	Improving Clique Decompositions of Semidefinite Relaxations for Optimal Power Flow Problems
M
Maeght, Jean	Improving Clique Decompositions of Semidefinite Relaxations for Optimal Power Flow Problems Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound
Mahjoub, A. Ridha	On the minimum $s-t$ cut problem with budget constraints
Mairet, Francis	Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled**
Majumdar, Angshul	Matrix Completion on Graphs: Modeling Interactions
Malarange, Gilles	Bayesian Multi-objective Optimization with Noisy Evaluations using the Knowledge Gradient
Malick, Jérôme	Model Consistency for Learning with Low-complexity Priors
Mannor, Shie	An adaptive stochastic optimization algorithm for resource allocation
Martin, Sébastien	Routing and Slot Allocation in 5G Hard Slicing Routing in deterministic networks
Marx, Swann	A moment approach for entropy solutions to scalar conservation laws
Marín, Alfredo	The Rank Pricing Problem with Ties
Massias, Mathurin	Learning step sizes for unfolded sparse coding Handling correlated and repeated measurements with the smoothed Multivariate square-root Lasso
Medagliani, Paolo	Routing and Slot Allocation in 5G Hard Slicing Routing in deterministic networks
Menouer, Tarek	New Containers Scheduling Strategy based on a Multi-Criteria Decision Algorithm
Mertikopoulos, Panayotis	Bregman Proximal Methods Revisited for Solving Variational Inequalities with Singularities ***Cancelled***
Migot, Tangi	Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled**
Miller, Enzo	Linear–Quadratic optimal control for a class of stochastic Volterra equations: solvability and approximation
Minguez, Roberto	Constraint Generation for Risk Averse Two-Stage Stochastic Programs
Misra, Sidhant	Chance Constrained AC Optimal Power Flow with Sparse Polynomial Chaos Expansion
Mohamed Reda, El Amri	Bayesian Optimization Under Uncertainty for Chance Constrained Problems
Morais, Hugo	A Difference-of-Convex Approach for Optimal Power Flow Problems with Probability Constraints
Moreau, Thomas	Learning step sizes for unfolded sparse coding
Morin, Juliette	Bayesian Multi-objective Optimization with Noisy Evaluations using the Knowledge Gradient
Mouaci, Ahlam	Extended formulations for the Virtual Network Functions Placement and Routing Problem
Munos, Rémi	Distributional reinforcement learning
Métivier, David	Chance Constrained AC Optimal Power Flow with Sparse Polynomial Chaos Expansion
N
Nace, Dritan	Modeling transmission link's degradation caused by weather phenomena - the special case of FSO networks
Neto, José	Spectral Bounds For Graph Partitioning Problems
Ngueveu, Sandra Ulrich	Mixed Integer Optimization Using Piecewise Linear Function Fitting and JULIA-based library
Nicolas, Pierre	Optimization of the power mix and the remuneration of the electric vehicles with VGI facilites
Noble, Robert J.	The logic of containing tumors
O
O'Neill, Michael	Newton-Conjugate Gradient Methods with Complexity Guarantees
Orval, Patrick	Coupled optimization of both structure and mechanical connections (location and number)
Oudet, Edouard	Robust topology optimization of nanophotonic devices
Ouorou, Adam	Optimizing Network Investments and Designing of Offers for a Telecommunication Operator
P
Pacaud, François	Interior point methods for logistic regression
Pajdla, Tomas	Globally Optimal Solution to Inverse Kinematics of 7DOF Serial Manipulator
Palpanas, Themis	Signature-Based Disaggregation of Electricity Demand
Parmentier, Axel	Delay propagation on a suburban railway network Learning to Price: Structured Learning to scale up Column Generation
Pass-Lanneau, Adèle	Anchor-Robust Solutions for the Resource-Constrained Project Scheduling Problem
Pauwels, Edouard	An Inertial Newton Algorithm for Deep Learning with Convergence Guarantees
Perchet, Vianney	An adaptive stochastic optimization algorithm for resource allocation
Pereda, Daniel	Bilevel optimization applied to strategic pricing in electricity markets and extension to markets with massive entry of renewable energies and distributed generation
Pereira, Lucas	Arbitrage with Power Factor Correction using Energy Storage
Perrot, Nancy	Extended formulations for the Virtual Network Functions Placement and Routing Problem
Pesme, Scott	Online Restart Strategies for SGD
Pesquet, Jean-Christophe	General Risk Measures for Robust Machine Learning
Peyre, Gabriel	Model Consistency for Learning with Low-complexity Priors Sinkhorn Divergences for Unbalanced Optimal Transport
Pham, Huyên	Linear–Quadratic optimal control for a class of stochastic Volterra equations: solvability and approximation
Philpott, Andy	Strategic behaviour of risk-averse agents under stochastic market clearing
Piantanida, Pablo	Privacy Preserving Synthetic Smart Meters Data
Picheny, Victor	Bayesian Optimization in Reduced Eigenbases
Pichler, Georg	Privacy Preserving Synthetic Smart Meters Data
Pinar, Mustafa C.	L0-Regularized Huber Loss Function - ****CANCELLED****
Pioro, Michal	Modeling transmission link's degradation caused by weather phenomena - the special case of FSO networks
Pirzada, Ummesalma	Optimality of a multi-variable fuzzy function
Plein, Fränk	There's No Free Lunch: On the Hardness of Choosing a Correct Big-M in Bilevel Optimization
Poggi, Jean-Michel	Generating Specialized Biased Experts for Electricity and Pollution Forecasting using Online Mixture
Poss, Michael	Minimizing Energy and Link capacity Utilization in ISP Backbone Networks: Bi-level approach Optimizing Network Investments and Designing of Offers for a Telecommunication Operator
Q
Qu, Zheng	Solving Perfect Information Mean Payoff Zero-sum Stochastic Games by Variance Reduced Deflated Value Iteration
Quadri, Dominique	Optimal Design of a District Cooling System Design by Mixed Integer Linear Programming
Quezada, Franco	Stochastic lot-sizing problem with remanufacturing: a dual dynamic decomposition approach
Quincampoix, Marc	Representation formulas for limit values of long run stochastic optimal controls
R
Rakotondrainibe, Lalaina	Coupled optimization of both structure and mechanical connections (location and number)
Renau, Quentin	Expressiveness, Robustness and Stability of Landscape Features
Renault, Jerome	Representation formulas for limit values of long run stochastic optimal controls
Renault, Marc	Online Computation with Untrusted Advice
Rivier, Mickaël	Constrained Multi-Objective Optimization under Uncertainty with Multi-fidelity Approximations
Rodolphe, Le Riche	Bayesian Optimization Under Uncertainty for Chance Constrained Problems Bayesian Optimization in Reduced Eigenbases
Rodríguez-Heck, Elisabeth	The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization
Rosasco, Lorenzo	Model Consistency for Learning with Low-complexity Priors
Rottner, Cécile	Combinatorial Aspects of the Unit Commitment Problem
Royer, Clément	Newton-Conjugate Gradient Methods with Complexity Guarantees
Ruiz, Manuel	Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound
S
Saadi, Omar	Solving Perfect Information Mean Payoff Zero-sum Stochastic Games by Variance Reduced Deflated Value Iteration
Safey El Din, Mohab	Globally Optimal Solution to Inverse Kinematics of 7DOF Serial Manipulator
Sagastizábal, Claudia	Quantifying the value of flexibility: demand response versus storage Scenario and Stage Decompositions for Planning Energy Investment under Uncertainty ***Cancelled***
Salas, David	Quasi-Variational Inequality problems over product sets and applications to GNEPs
Salmon, Joseph	Handling correlated and repeated measurements with the smoothed Multivariate square-root Lasso
Salomon, Julien	Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled**
Schmidt, Martin	There's No Free Lunch: On the Hardness of Choosing a Correct Big-M in Bilevel Optimization
Schmutz, Amandine	Co-Clustering for multivariate functional data for the Analysis of Electric Power Consumption
Sebbouh, Othmane	Towards closing the gap between the theory and practice of SVRG
Sessa, Valentina	Stochastic Model for the Uncertainties in the Long-Term Prediction of Run-of-River Hydropower Generation
Shalev-Shwartz, Shai	Teaching self-driving cars to be responsible: A mathematical formalism of the duty of care
Shehaj, Marinela	Modeling transmission link's degradation caused by weather phenomena - the special case of FSO networks
Shen, Rubing	Interior point methods for logistic regression
Silva, Alonso	Sequential Learning in Resource Allocation Games as Path Planning Problems with Side-Observations
Simoes, Sofia	Stochastic Model for the Uncertainties in the Long-Term Prediction of Run-of-River Hydropower Generation
Sliwak, Julie	Improving Clique Decompositions of Semidefinite Relaxations for Optimal Power Flow Problems
Souchard de Lavoreille, Hugues	Pleiad: A Python Framework to Optimize Residential Power Consumption
Spencer Trindade, Renan	A Lagrangian Decomposition for Hydro Unit Commitment Problem With Two Reservoir
Suarez Forero, Maria Juliana	Optimization of the power mix and the remuneration of the electric vehicles with VGI facilites
Swaminathan, Bhargav	A Difference-of-Convex Approach for Optimal Power Flow Problems with Probability Constraints
Séguin, Sara	Evaluation of the Impact of the Power Production Function Approximation on Hydropower Maintenance Scheduling***Cancelled***
Séjourné, Thibault	Sinkhorn Divergences for Unbalanced Optimal Transport
T
Tellache, Nour Elhouda	New Results for the Flow Shop problem with Conflict Graph
Thomopulos, Dimitri	A Lagrangian Decomposition for Hydro Unit Commitment Problem With Two Reservoir
Thuilliez, Margot	Stochastic Model for the Uncertainties in the Long-Term Prediction of Run-of-River Hydropower Generation
Tran, Long-Thanh	Sequential Learning in Resource Allocation Games as Path Planning Problems with Side-Observations
Tran, Quang Huy	A new strategy for solving nonlinear complementarity problems arising in thermodynamics of compositional multiphase mixtures
Traversi, Emiliano	Improving Clique Decompositions of Semidefinite Relaxations for Optimal Power Flow Problems
Triboulet, Thomas	Improving MCTS approaches for Vehicle Routing Problems
Trouve, Alain	Sinkhorn Divergences for Unbalanced Optimal Transport
Trutman, Pavel	Globally Optimal Solution to Inverse Kinematics of 7DOF Serial Manipulator
Tsigaridas, Elias	Solving sparse polynomial systems using Groebner bases Combinatorial Matrix Theory in Multivariate Statistics: the Case of Structural Equation Models
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Vaiter, Samuel	The Geometry of Sparse Analysis Regularization
van Ackooij, Wim	Quantifying the value of flexibility: demand response versus storage Scenario and Stage Decompositions for Planning Energy Investment under Uncertainty ***Cancelled*** Constraint Generation for Risk Averse Two-Stage Stochastic Programs A Lagrangian Decomposition for Hydro Unit Commitment Problem With Two Reservoir
van Ackooij, Wim	Evaluation of the Impact of the Power Production Function Approximation on Hydropower Maintenance Scheduling***Cancelled***
Van Ackooij, Wim	A Difference-of-Convex Approach for Optimal Power Flow Problems with Probability Constraints
Vazquez, Emmanuel	Bayesian Multi-objective Optimization with Noisy Evaluations using the Knowledge Gradient
Vialard, François-Xavier	Sinkhorn Divergences for Unbalanced Optimal Transport
Vignon, Antoine	Economical assessment of different usage of microgrid battery storage in the UK market context
Villa, Silvia	Model Consistency for Learning with Low-complexity Priors
Viossat, Yannick	The logic of containing tumors
von Niederhäusern, Léonard	A Multi-Leader-Follower Game for Demand-Side Management
Vu, Dong Quan	Sequential Learning in Resource Allocation Games as Path Planning Problems with Side-Observations
Vu, Duc Thach Son	A new strategy for solving nonlinear complementarity problems arising in thermodynamics of compositional multiphase mixtures
Vuffray, Marc	Chance Constrained AC Optimal Power Flow with Sparse Polynomial Chaos Expansion
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Wagner, Markus	An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search
Wan, Cheng	Peer-to-peer Electricity Market Analysis: from Variational to Generalized Nash Equilibrium
Weisser, Tillmann	A moment approach for entropy solutions to scalar conservation laws
Wilburne, Dane	Combinatorial Matrix Theory in Multivariate Statistics: the Case of Structural Equation Models
Wright, Stephen	Newton-Conjugate Gradient Methods with Complexity Guarantees
Y
Yalaoui, Farouk	New Results for the Flow Shop problem with Conflict Graph
Z
Zafeirakopoulos, Zafeirakis	Solving linear Diophantine systems through Polyhedral Omega and applications in optimization
Zhang, Huilong	Design of optimal maintenance strategies using piecewise deterministic Markov processes
Zhou, Fen	Minimizing Energy and Link capacity Utilization in ISP Backbone Networks: Bi-level approach
Zidani, Hasnaa	Quantifying the value of flexibility: demand response versus storage

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