Boris Defourny

20 papers C 1Misc 2Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2022 J jnl
Optimal price-threshold control for battery operation with aging phenomenon: a quasiconvex optimization approach.
Ann. Oper. Res.
Yuhai Hu, Boris Defourny
2021 J jnl
The maximum diversity assortment selection problem.
Math. Methods Oper. Res.
Felix Prause, Kai Hoppmann-Baum, Boris Defourny, Thorsten Koch
2020 J jnl
Sequential Learning in Designing Marketing Campaigns for Market Entry.
Manag. Sci.
Somayeh Moazeni, Boris Defourny, Monika J. Wilczak
2019 J jnl
An active-set strategy to solve Markov decision processes with good-deal risk measure.
Optim. Lett.
Shu Tu, Boris Defourny
2018 J jnl
Optimality of an affine intensity policy for maximizing the probability of an arrival count in point-process intensity control.
Oper. Res. Lett.
Boris Defourny
2017 J jnl
Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization.
INFORMS J. Comput.
Somayeh Moazeni, Warren B. Powell, Boris Defourny, Belgacem Bouzaïene-Ayari
2016 J jnl
Optimal Learning in Linear Regression with Combinatorial Feature Selection.
INFORMS J. Comput.
Bin Han, Ilya O. Ryzhov, Boris Defourny
2015 J jnl
Optimal Information Blending with Measurements in the
Math. Oper. Res.
Boris Defourny, Ilya O. Ryzhov, Warren B. Powell
2014 — conf
Near-optimality bounds for greedy periodic policies with application to grid-level storage.
ADPRL
Yuhai Hu, Boris Defourny
2013 J jnl
A Robust Solution to the Load Curtailment Problem.
IEEE Trans. Smart Grid
Hugo P. Simão, H. B. Jeong, Boris Defourny, Warren B. Powell, Albert Boulanger, Ashish Gagneja, L. Wu, R. N. Anderson
2013 — conf
Bias-corrected Q-learning to control max-operator bias in Q-learning.
ADPRL
Donghun Lee, Boris Defourny, Warren B. Powell
2013 Misc conf
Efficient learning of donor retention strategies for the American Red Cross.
WSC
Bin Han, Ilya O. Ryzhov, Boris Defourny
2013 — conf
Robust Forecasting for Unit Commitment with Wind.
HICSS
Boris Defourny, Hugo P. Simão, Warren B. Powell
2013 J jnl
Scenario Trees and Policy Selection for Multistage Stochastic Programming Using Machine Learning.
INFORMS J. Comput.
Boris Defourny, Damien Ernst, Louis Wehenkel
2012 Misc conf
Ranking and selection meets robust optimization.
WSC
Ilya O. Ryzhov, Boris Defourny, Warren B. Powell
2010 — —
Machine Learning Solution Methods for Multistage Stochastic Programming.
Boris Defourny
2009 — conf
Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies.
SAGA
Boris Defourny, Damien Ernst, Louis Wehenkel
2009 — conf
Planning under uncertainty, ensembles of disturbance trees and kernelized discrete action spaces.
ADPRL
Boris Defourny, Damien Ernst, Louis Wehenkel
2009 C conf
Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks.
ECSQARU
Sourour Ammar, Philippe Leray, Boris Defourny, Louis Wehenkel
2008 — conf
Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees.
EWRL
Boris Defourny, Damien Ernst, Louis Wehenkel