 | 2012 |
| 20 |  | Sébastien Bubeck,
Nicolò Cesa-Bianchi,
Sham M. Kakade:
Towards minimax policies for online linear optimization with bandit feedback
CoRR abs/1202.3079: (2012) |
| 19 |  | Sébastien Bubeck,
Aleksandrs Slivkins:
The best of both worlds: stochastic and adversarial bandits
CoRR abs/1202.4473: (2012) |
| 18 |  | Jean-Yves Audibert,
Sébastien Bubeck,
Gábor Lugosi:
Regret in Online Combinatorial Optimization
CoRR abs/1204.4710: (2012) |
| 17 |  | Sébastien Bubeck,
Nicolò Cesa-Bianchi:
Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems
CoRR abs/1204.5721: (2012) |
| 2011 |
| 16 |  | Sébastien Bubeck,
Gilles Stoltz,
Jia Yuan Yu:
Lipschitz Bandits without the Lipschitz Constant.
ALT 2011: 144-158 |
| 15 |  | Victor Gabillon,
Mohammad Ghavamzadeh,
Alessandro Lazaric,
Sébastien Bubeck:
Multi-Bandit Best Arm Identification.
NIPS 2011: 2222-2230 |
| 14 |  | Sébastien Bubeck,
Damien Ernst,
Aurélien Garivier:
Optimal discovery with probabilistic expert advice
CoRR abs/1110.5447: (2011) |
| 13 |  | Sébastien Bubeck,
Rémi Munos,
Gilles Stoltz,
Csaba Szepesvári:
X-Armed Bandits.
Journal of Machine Learning Research 12: 1655-1695 (2011) |
| 12 |  | Jean-Yves Audibert,
Sébastien Bubeck,
Gábor Lugosi:
Minimax Policies for Combinatorial Prediction Games.
Journal of Machine Learning Research - Proceedings Track 19: 107-132 (2011) |
| 11 |  | Sébastien Bubeck,
Rémi Munos,
Gilles Stoltz:
Pure exploration in finitely-armed and continuous-armed bandits.
Theor. Comput. Sci. 412(19): 1832-1852 (2011) |
| 2010 |
| 10 |  | Jean-Yves Audibert,
Sébastien Bubeck,
Rémi Munos:
Best Arm Identification in Multi-Armed Bandits.
COLT 2010: 41-53 |
| 9 |  | Sébastien Bubeck,
Rémi Munos:
Open Loop Optimistic Planning.
COLT 2010: 477-489 |
| 8 |  | Sébastien Bubeck,
Rémi Munos,
Gilles Stoltz,
Csaba Szepesvári:
X-Armed Bandits
CoRR abs/1001.4475: (2010) |
| 7 |  | Jean-Yves Audibert,
Sébastien Bubeck:
Regret Bounds and Minimax Policies under Partial Monitoring.
Journal of Machine Learning Research 11: 2785-2836 (2010) |
| 2009 |
| 6 |  | Sébastien Bubeck,
Rémi Munos,
Gilles Stoltz:
Pure Exploration in Multi-armed Bandits Problems.
ALT 2009: 23-37 |
| 5 |  | Jean-Yves Audibert,
Sébastien Bubeck:
Minimax Policies for Adversarial and Stochastic Bandits.
COLT 2009 |
| 4 |  | Sébastien Bubeck,
Ulrike von Luxburg:
Nearest Neighbor Clustering: A Baseline Method for Consistent Clustering with Arbitrary Objective Functions.
Journal of Machine Learning Research 10: 657-698 (2009) |
| 2008 |
| 3 |  | Sébastien Bubeck,
Rémi Munos,
Gilles Stoltz,
Csaba Szepesvári:
Online Optimization in X-Armed Bandits.
NIPS 2008: 201-208 |
| 2 |  | Sébastien Bubeck,
Rémi Munos,
Gilles Stoltz:
Pure Exploration for Multi-Armed Bandit Problems
CoRR abs/0802.2655: (2008) |
| 2007 |
| 1 |  | Ulrike von Luxburg,
Sébastien Bubeck,
Stefanie Jegelka,
Michael Kaufmann:
Consistent Minimization of Clustering Objective Functions.
NIPS 2007 |