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- Louis Wehenkel
University of Liège, Belgium
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Publication search results
found 101 matches
- 2021
- Laurine Duchesne, Quentin Louveaux, Louis Wehenkel:
Supervised learning of convex piecewise linear approximations of optimization problems. ESANN 2021 - Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts:
From global to local MDI variable importances for random forests and when they are Shapley values. NeurIPS 2021: 3533-3543 - Efthymios Karangelos, Louis Wehenkel:
Cyber-physical risk modeling with imperfect cyber-attackers. CoRR abs/2110.00301 (2021) - Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts:
From global to local MDI variable importances for random forests and when they are Shapley values. CoRR abs/2111.02218 (2021) - 2020
- Laurine Duchesne, Efthymios Karangelos, Louis Wehenkel:
Recent Developments in Machine Learning for Energy Systems Reliability Management. Proc. IEEE 108(9): 1656-1676 (2020) - Kai Zhou, James R. Cruise, Chris J. Dent, Ian Dobson, Louis Wehenkel, Zhaoyu Wang, Amy L. Wilson:
Bayesian estimates of transmission line outage rates that consider line dependencies. CoRR abs/2001.08681 (2020) - 2019
- Michael Chertkov, Mihailo R. Jovanovic, Bernard C. Lesieutre, Steven H. Low, Pascal Van Hentenryck, Louis Wehenkel:
Guest Editorial Special Issue on Analysis, Control, and Optimization of Energy Networks. IEEE Trans. Control. Netw. Syst. 6(3): 922-924 (2019) - Arnaud Joly, Louis Wehenkel, Pierre Geurts:
Gradient tree boosting with random output projections for multi-label classification and multi-output regression. CoRR abs/1905.07558 (2019) - 2018
- Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts:
Random Subspace with Trees for Feature Selection Under Memory Constraints. AISTATS 2018: 929-937 - Gal Dalal, Elad Gilboa, Shie Mannor, Louis Wehenkel:
Chance-Constrained Outage Scheduling using a Machine Learning Proxy. CoRR abs/1801.00500 (2018) - 2017
- Alejandro Marcos Alvarez, Quentin Louveaux, Louis Wehenkel:
A Machine Learning-Based Approximation of Strong Branching. INFORMS J. Comput. 29(1): 185-195 (2017) - Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts:
Random Subspace with Trees for Feature Selection Under Memory Constraints. CoRR abs/1709.01177 (2017) - 2016
- Raphaël Marée, Loic Rollus, Benjamin Stevens, Renaud Hoyoux, Gilles Louppe, Remy Vandaele, Jean-Michel Begon, Philipp Kainz, Pierre Geurts, Louis Wehenkel:
Collaborative analysis of multi-gigapixel imaging data using Cytomine. Bioinform. 32(9): 1395-1401 (2016) - Raphaël Marée, Pierre Geurts, Louis Wehenkel:
Towards generic image classification using tree-based learning: An extensive empirical study. Pattern Recognit. Lett. 74: 17-23 (2016) - Hongbin Sun, Feng Zhao, Hao Wang, Kang Wang, Weiyong Jiang, Qinglai Guo, Boming Zhang, Louis Wehenkel:
Automatic Learning of Fine Operating Rules for Online Power System Security Control. IEEE Trans. Neural Networks Learn. Syst. 27(8): 1708-1719 (2016) - Efthymios Karangelos, Louis Wehenkel:
Probabilistic Reliability Management Approach and Criteria for power system real-time operation. PSCC 2016: 1-9 - Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts:
Context-dependent feature analysis with random forests. UAI 2016 - Gal Dalal, Elad Gilboa, Shie Mannor, Louis Wehenkel:
Unit Commitment using Nearest Neighbor as a Short-Term Proxy. CoRR abs/1611.10215 (2016) - Efthymios Karangelos, Patrick Panciatici, Louis Wehenkel:
Whither probabilistic security management for real-time operation of power systems ? CoRR abs/1602.05537 (2016) - Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts:
Context-dependent feature analysis with random forests. CoRR abs/1605.03848 (2016) - 2015
- François Van Lishout, Francesco Gadaleta, Jason H. Moore, Louis Wehenkel, Kristel Van Steen:
gammaMAXT: a fast multiple-testing correction algorithm. BioData Min. 8: 36 (2015) - 2014
- Raphaël Marée, Loic Rollus, Benjamin Stevens, Gilles Louppe, Olivier Caubo, Natacha Rocks, Sandrine Bekaert, Didier Cataldo, Louis Wehenkel:
A hybrid human-computer approach for large-scale image-based measurements using web services and machine learning. ISBI 2014: 902-906 - Arnaud Joly, Pierre Geurts, Louis Wehenkel:
Random Forests with Random Projections of the Output Space for High Dimensional Multi-label Classification. ECML/PKDD (1) 2014: 607-622 - Florin Capitanescu, Louis Wehenkel:
An AC OPF-based heuristic algorithm for optimal transmission switching. PSCC 2014: 1-6 - Patrick Panciatici, Marco C. Campi, Simone Garatti, Steven H. Low, Daniel K. Molzahn, Andy X. Sun, Louis Wehenkel:
Advanced optimization methods for power systems. PSCC 2014: 1-18 - Arnaud Joly, Pierre Geurts, Louis Wehenkel:
Random forests with random projections of the output space for high dimensional multi-label classification. CoRR abs/1404.3581 (2014) - Marie Schrynemackers, Louis Wehenkel, M. Madan Babu, Pierre Geurts:
Classifying pairs with trees for supervised biological network inference. CoRR abs/1404.6074 (2014) - 2013
- Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Batch mode reinforcement learning based on the synthesis of artificial trajectories. Ann. Oper. Res. 208(1): 383-416 (2013) - François Van Lishout, Jestinah M. Mahachie John, Elena S. Gusareva, Víctor Urrea, Isabelle Cleynen, Emilie Théâtre, Benoît Charloteaux, Malu Luz Calle, Louis Wehenkel, Kristel Van Steen:
An efficient algorithm to perform multiple testing in epistasis screening. BMC Bioinform. 14: 138 (2013) - Boris Defourny, Damien Ernst, Louis Wehenkel:
Scenario Trees and Policy Selection for Multistage Stochastic Programming Using Machine Learning. INFORMS J. Comput. 25(3): 488-501 (2013)
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