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ORCIDFrancis Maes
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2010 – 2019
- 2014
[c20]Parantapa Goswami, Simon Moura, Éric Gaussier, Massih-Reza Amini, Francis Maes:
Exploring the Space of IR Functions. ECIR 2014: 372-384- 2013
- [j4]Francis Maes, David Lupien St-Pierre, Damien Ernst:
Monte Carlo Search Algorithm Discovery for Single-Player Games. IEEE Trans. Comput. Intell. AI Games 5(3): 201-213 (2013) - [c19]Tobias Jung, Damien Ernst, Francis Maes:
Optimized look-ahead trees: Extensions to large and continuous action spaces. ADPRL 2013: 85-92 - [c18]Denny Verbeeck, Francis Maes, Kurt De Grave, Hendrik Blockeel
:
Multi-objective optimization with surrogate trees. GECCO 2013: 679-686 - 2012
- [c17]Pierre Perick, David Lupien St-Pierre, Francis Maes, Damien Ernst:
Comparison of different selection strategies in Monte-Carlo Tree Search for the game of Tron. CIG 2012: 242-249 - [c16]Francis Maes, Raphael Fonteneau, Louis Wehenkel, Damien Ernst:
Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning. Discovery Science 2012: 37-51 - [c15]Alejandro Marcos Alvarez, Francis Maes, Louis Wehenkel:
Supervised learning to tune simulated annealing for in silico protein structure prediction. ESANN 2012 - [c14]Michael Castronovo, Francis Maes, Raphael Fonteneau, Damien Ernst:
Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning. EWRL 2012: 1-10 - [c13]Francis Maes, Louis Wehenkel, Damien Ernst:
Learning to Play K-armed Bandit Problems. ICAART (1) 2012: 74-81 - [c12]Francis Maes, Louis Wehenkel, Damien Ernst:
Meta-learning of Exploration/Exploitation Strategies: The Multi-armed Bandit Case. ICAART (Revised Selected Papers) 2012: 100-115 - [c11]Francis Maes, Pierre Geurts, Louis Wehenkel:
Embedding Monte Carlo Search of Features in Tree-Based Ensemble Methods. ECML/PKDD (1) 2012: 191-206 - [p1]Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Corpus-Based Structure Mapping of XML Document Corpora: A Reinforcement Learning Based Model. Modeling, Learning, and Processing of Text Technological Data Structures 2012: 249-266 - [i3]Francis Maes, Damien Ernst, Louis Wehenkel:
Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed Bandit Case. CoRR abs/1207.5208 (2012) - [i2]Francis Maes, David Lupien St-Pierre, Damien Ernst:
Monte Carlo Search Algorithm Discovery for One Player Games. CoRR abs/1208.4692 (2012) - [i1]Tobias Jung, Louis Wehenkel, Damien Ernst, Francis Maes:
Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search. CoRR abs/1208.4773 (2012) - 2011
- [c10]Francis Maes, Julien Becker, Louis Wehenkel:
Iterative multi-task sequence labeling for predicting structural properties of proteins. ESANN 2011 - [c9]Francis Maes, Louis Wehenkel, Damien Ernst:
Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits. EWRL 2011: 5-17 - [c8]Francis Maes, Louis Wehenkel, Damien Ernst:
Optimized Look-ahead Tree Search Policies. EWRL 2011: 189-200
2000 – 2009
- 2009
- [j3]Francis Maes:
Nieme: Large-Scale Energy-Based Models. J. Mach. Learn. Res. 10: 743-746 (2009) - [j2]Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Structured prediction with reinforcement learning. Mach. Learn. 77(2-3): 271-301 (2009) - [c7]Francis Maes, Stéphane Peters, Ludovic Denoyer, Patrick Gallinari:
Simulated Iterative Classification A New Learning Procedure for Graph Labeling. ECML/PKDD (2) 2009: 47-62 - 2008
- [c6]Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Apprentissage de conversion de documents semi-structurés à partir d'exemples. CORIA 2008: 181-196 - [c5]Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Applications of Reinforcement Learning to Structured Prediction. EWRL 2008: 205-219 - 2007
- [j1]Guillaume Wisniewski, Francis Maes, Ludovic Denoyer:
Modèle probabiliste pour l'extraction de structures dans les documents web. Document Numérique 10(1): 89-107 (2007) - [c4]Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Sequence Labeling with Reinforcement Learning and Ranking Algorithms. ECML 2007: 648-657 - [c3]Guillaume Wisniewski, Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Probabilistic Model for Structured Document Mapping. MLDM 2007: 854-867 - 2006
- [c2]Guillaume Wisniewski, Ludovic Denoyer, Francis Maes, Patrick Gallinari:
Modèle probabiliste pour l'extraction de structures dans les documents semistructurés - Application aux documents Web. CORIA 2006: 169-180 - [c1]Francis Maes, Ludovic Denoyer, Patrick Gallinari:
XML Structure Mapping. INEX 2006: 540-551
Coauthor Index
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