Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees. - Boris Defourny; Damien Ernst; Louis Wehenkel (EWRL, 2008)

Planning under uncertainty, ensembles of disturbance trees and kernelized discrete action spaces. - Boris Defourny; Damien Ernst; Louis Wehenkel (ADPRL, 2009)

Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks. - Sourour Ammar; Philippe Leray 001; Boris Defourny; Louis Wehenkel (ECSQARU, 2009)

Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies. - Boris Defourny; Damien Ernst; Louis Wehenkel (SAGA, 2009)

Machine Learning Solution Methods for Multistage Stochastic Programming. - Boris Defourny (2010)

Ranking and selection meets robust optimization. - Ilya O. Ryzhov; Boris Defourny; Warren B. Powell (WSC, 2012)

Bias-corrected Q-learning to control max-operator bias in Q-learning. - Donghun Lee; Boris Defourny; Warren B. Powell (ADPRL, 2013)

Robust Forecasting for Unit Commitment with Wind. - Boris Defourny; Hugo P. Simão; Warren B. Powell (HICSS, 2013)

Efficient learning of donor retention strategies for the American Red Cross. - Bin Han 007; Ilya O. Ryzhov; Boris Defourny (WSC, 2013)

Scenario Trees and Policy Selection for Multistage Stochastic Programming Using Machine Learning. - Boris Defourny; Damien Ernst; Louis Wehenkel (INFORMS J. Comput., 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)

Near-optimality bounds for greedy periodic policies with application to grid-level storage. - Yuhai Hu; Boris Defourny (ADPRL, 2014)

Optimal Information Blending with Measurements in the L2 Sphere. - Boris Defourny; Ilya O. Ryzhov; Warren B. Powell (Math. Oper. Res., 2015)

Optimal Learning in Linear Regression with Combinatorial Feature Selection. - Bin Han 007; Ilya O. Ryzhov; Boris Defourny (INFORMS J. Comput., 2016)

Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization. - Somayeh Moazeni; Warren B. Powell; Boris Defourny; Belgacem Bouzaïene-Ayari (INFORMS J. Comput., 2017)

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)

An active-set strategy to solve Markov decision processes with good-deal risk measure. - Shu Tu; Boris Defourny (Optim. Lett., 2019)

Sequential Learning in Designing Marketing Campaigns for Market Entry. - Somayeh Moazeni; Boris Defourny; Monika J. Wilczak (Manag. Sci., 2020)

The maximum diversity assortment selection problem. - Felix Prause; Kai Hoppmann-Baum; Boris Defourny; Thorsten Koch (Math. Methods Oper. Res., 2021)

Optimal price-threshold control for battery operation with aging phenomenon: a quasiconvex optimization approach. - Yuhai Hu; Boris Defourny (Ann. Oper. Res., 2022)