Alexandra Carpentier

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Rémi Munos

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Publications

2015
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Alexandra Carpentier, Rémi Munos, András Antos:
Adaptive strategy for stratified Monte Carlo sampling. J. Mach. Learn. Res. 16: 2231-2271 (2015)
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Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer, András Antos:
Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits. CoRR abs/1507.04523 (2015)
2014
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  - journals/tcs/CarpentierM14
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Alexandra Carpentier, Rémi Munos:
Minimax number of strata for online stratified sampling: The case of noisy samples. Theor. Comput. Sci. 558: 77-106 (2014)
2013
[c10]
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  - conf/icml/ValkoCM13
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Michal Valko, Alexandra Carpentier, Rémi Munos:
Stochastic Simultaneous Optimistic Optimization. ICML (2) 2013: 19-27
[c9]
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Alexandra Carpentier, Rémi Munos:
Toward Optimal Stratification for Stratified Monte-Carlo Integration. ICML (2) 2013: 28-36
2012
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  - conf/alt/CarpentierM12
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Alexandra Carpentier, Rémi Munos:
Minimax Number of Strata for Online Stratified Sampling Given Noisy Samples. ALT 2012: 229-244
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Alexandra Carpentier, Rémi Munos:
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions. NIPS 2012: 251-259
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  - conf/nips/FruitetCMC12
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Joan Fruitet, Alexandra Carpentier, Rémi Munos, Maureen Clerc:
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button. NIPS 2012: 458-466
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Alexandra Carpentier, Rémi Munos:
Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit. AISTATS 2012: 190-198
2011
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Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer:
Upper-Confidence-Bound Algorithms for Active Learning in Multi-armed Bandits. ALT 2011: 189-203
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Alexandra Carpentier, Rémi Munos:
Finite Time Analysis of Stratified Sampling for Monte Carlo. NIPS 2011: 1278-1286
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Alexandra Carpentier, Odalric-Ambrym Maillard, Rémi Munos:
Sparse Recovery with Brownian Sensing. NIPS 2011: 1782-1790

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