Boris Defourny

According to our database, Boris Defourny authored at least 20 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Optimal price-threshold control for battery operation with aging phenomenon: a quasiconvex optimization approach.

Yuhai Hu, Boris Defourny

Ann. Oper. Res., 2022

2021

The maximum diversity assortment selection problem.

Felix Prause, Kai Hoppmann-Baum, Boris Defourny, Thorsten Koch

Math. Methods Oper. Res., 2021

2020

Sequential Learning in Designing Marketing Campaigns for Market Entry.

Somayeh Moazeni, Boris Defourny, Monika J. Wilczak

Manag. Sci., 2020

2019

An active-set strategy to solve Markov decision processes with good-deal risk measure.

Shu Tu, Boris Defourny

Optim. Lett., 2019

2018

Optimality of an affine intensity policy for maximizing the probability of an arrival count in point-process intensity control.

Boris Defourny

Oper. Res. Lett., 2018

2017

Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization.

Somayeh Moazeni, Warren B. Powell, Boris Defourny, Belgacem Bouzaïene-Ayari

INFORMS J. Comput., 2017

2016

Optimal Learning in Linear Regression with Combinatorial Feature Selection.

Bin Han, Ilya O. Ryzhov, Boris Defourny

INFORMS J. Comput., 2016

2015

Optimal Information Blending with Measurements in the <i>L</i>² Sphere.

Boris Defourny, Ilya O. Ryzhov, Warren B. Powell

Math. Oper. Res., 2015

2014

Near-optimality bounds for greedy periodic policies with application to grid-level storage.

Yuhai Hu, Boris Defourny

Proceedings of the 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2014

2013

A Robust Solution to the Load Curtailment Problem.

Hugo P. Simão, H. B. Jeong, Boris Defourny, Warren B. Powell, Albert Boulanger, Ashish Gagneja, L. Wu, R. N. Anderson

IEEE Trans. Smart Grid, 2013

Scenario Trees and Policy Selection for Multistage Stochastic Programming Using Machine Learning.

Boris Defourny, Damien Ernst, Louis Wehenkel

INFORMS J. Comput., 2013

Efficient learning of donor retention strategies for the American Red Cross.

Bin Han, Ilya O. Ryzhov, Boris Defourny

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Robust Forecasting for Unit Commitment with Wind.

Boris Defourny, Hugo P. Simão, Warren B. Powell

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Bias-corrected Q-learning to control max-operator bias in Q-learning.

Donghun Lee, Boris Defourny, Warren B. Powell

Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013

2012

Ranking and selection meets robust optimization.

Ilya O. Ryzhov, Boris Defourny, Warren B. Powell

Proceedings of the Winter Simulation Conference, 2012

2010

Machine Learning Solution Methods for Multistage Stochastic Programming.

Boris Defourny

PhD thesis, 2010

2009

Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies.

Boris Defourny, Damien Ernst, Louis Wehenkel

Proceedings of the Stochastic Algorithms: Foundations and Applications, 2009

Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks.

Sourour Ammar, Philippe Leray, Boris Defourny, Louis Wehenkel

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Planning under uncertainty, ensembles of disturbance trees and kernelized discrete action spaces.

Boris Defourny, Damien Ernst, Louis Wehenkel

Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009

2008

Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees.

Boris Defourny, Damien Ernst, Louis Wehenkel

Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008