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ORCIDAurélien Garivier
Person information
- affiliation: Paul Sabatier University, Toulouse, France
- affiliation (former): Information Processing and Communication Laboratory, Telecom ParisTech
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Journal Articles
- 2024
[j19]Juliette Achddou, Olivier Cappé, Aurélien Garivier:
Stochastic Direct Search Methods for Blind Resource Allocation. Trans. Mach. Learn. Res. 2024 (2024)- 2023
- [j18]Omar Fawzi, Nicolas Flammarion, Aurélien Garivier, Aadil Oufkir:
On Adaptivity in Quantum Testing. Trans. Mach. Learn. Res. 2023 (2023) - [j17]Clément Lalanne, Aurélien Garivier, Rémi Gribonval:
On the Statistical Complexity of Estimation and Testing under Privacy Constraints. Trans. Mach. Learn. Res. 2023 (2023) - [j16]Clément Lalanne, Aurélien Garivier, Rémi Gribonval:
About the Cost of Central Privacy in Density Estimation. Trans. Mach. Learn. Res. 2023 (2023) - 2022
- [j15]Aurélien Garivier, Hédi Hadiji, Pierre Ménard, Gilles Stoltz:
KL-UCB-Switch: Optimal Regret Bounds for Stochastic Bandits from Both a Distribution-Dependent and a Distribution-Free Viewpoints. J. Mach. Learn. Res. 23: 179:1-179:66 (2022) - 2020
- [j14]Louis Béthune
, Yacouba Kaloga, Pierre Borgnat, Aurélien Garivier, Amaury Habrard:
Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening. Algorithms 13(9): 206 (2020) - [j13]Léonard Torossian, Victor Picheny, Robert Faivre, Aurélien Garivier:
A review on quantile regression for stochastic computer experiments. Reliab. Eng. Syst. Saf. 201: 106858 (2020) - 2019
- [j12]Aurélien Garivier, Pierre Ménard, Gilles Stoltz:
Explore First, Exploit Next: The True Shape of Regret in Bandit Problems. Math. Oper. Res. 44(2): 377-399 (2019) - 2016
- [j11]Emilie Kaufmann, Olivier Cappé, Aurélien Garivier:
On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models. J. Mach. Learn. Res. 17: 1:1-1:42 (2016) - 2015
- [j10]Jonathan Louëdec, Max Chevalier, Aurélien Garivier, Josiane Mothe:
Algorithmes de bandits pour la recommandation à tirages multiples. Document Numérique 18(2-3): 59-79 (2015) - [j9]Aurélien Garivier:
Perfect simulation of processes with long memory: A "coupling into and from the past" algorithm. Random Struct. Algorithms 46(2): 300-319 (2015) - 2014
- [j8]Philippe C. Besse, Aurélien Garivier, Jean-Michel Loubes:
Big data analytics - Retour vers le futur 3. De statisticien à data scientist. Ingénierie des Systèmes d Inf. 19(3): 93-105 (2014) - 2013
- [j7]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice: finite time analysis and macroscopic optimality. J. Mach. Learn. Res. 14(1): 601-623 (2013) - 2011
- [j6]Sarah Filippi, Olivier Cappé, Aurélien Garivier:
Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds. IEEE J. Sel. Top. Signal Process. 5(1): 68-76 (2011) - 2009
- [j5]Aurélien Garivier:
A Lower-Bound for the Maximin Redundancy in Pattern Coding. Entropy 11(4): 634-642 (2009) - [j4]Stéphane Boucheron, Aurélien Garivier, Elisabeth Gassiat:
Coding on Countably Infinite Alphabets. IEEE Trans. Inf. Theory 55(1): 358-373 (2009) - [j3]Steffen Barembruch, Aurélien Garivier, Eric Moulines:
On approximate maximum-likelihood methods for blind identification: how to cope with the curse of dimensionality. IEEE Trans. Signal Process. 57(11): 4247-4259 (2009) - 2006
- [j2]Aurélien Garivier:
Consistency of the Unlimited BIC Context Tree Estimator. IEEE Trans. Inf. Theory 52(10): 4630-4635 (2006) - [j1]Aurélien Garivier:
Redundancy of the Context-Tree Weighting Method on Renewal and Markov Renewal Processes. IEEE Trans. Inf. Theory 52(12): 5579-5586 (2006)
Conference and Workshop Papers
- 2024
- [c36]Élise Crepon, Aurélien Garivier, Wouter M. Koolen:
Sequential learning of the Pareto front for multi-objective bandits. AISTATS 2024: 3583-3591 - 2023
- [c35]Antoine Barrier, Aurélien Garivier, Gilles Stoltz:
On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits. ALT 2023: 136-181 - [c34]Omar Fawzi, Nicolas Flammarion, Aurélien Garivier, Aadil Oufkir:
Quantum Channel Certification with Incoherent Measurements. COLT 2023: 1822-1884 - [c33]Clément Lalanne, Aurélien Garivier, Rémi Gribonval:
Private Statistical Estimation of Many Quantiles. ICML 2023: 18399-18418 - [c32]Alexandre Marthe, Aurélien Garivier, Claire Vernade:
Beyond Average Return in Markov Decision Processes. NeurIPS 2023 - 2022
- [c31]Antoine Barrier, Aurélien Garivier, Tomás Kocák:
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits. AISTATS 2022: 10078-10109 - [c30]Aymen Al Marjani, Tomás Kocák, Aurélien Garivier:
On the Complexity of All ε-Best Arms Identification. ECML/PKDD (4) 2022: 317-332 - 2021
- [c29]Juliette Achddou, Olivier Cappé, Aurélien Garivier:
Fast Rate Learning in Stochastic First Price Bidding. ACML 2021: 1754-1769 - [c28]Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier:
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. AISTATS 2021: 658-666 - [c27]Juliette Achddou, Olivier Cappé, Aurélien Garivier:
Efficient Algorithms for Stochastic Repeated Second-price Auctions. ALT 2021: 99-150 - [c26]Tomás Kocák, Aurélien Garivier:
Epsilon Best Arm Identification in Spectral Bandits. IJCAI 2021: 2636-2642 - [c25]Aadil Oufkir, Omar Fawzi, Nicolas Flammarion, Aurélien Garivier:
Sequential Algorithms for Testing Closeness of Distributions. NeurIPS 2021: 11655-11664 - [c24]Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M. Koolen:
A/B/n Testing with Control in the Presence of Subpopulations. NeurIPS 2021: 25100-25110 - [c23]Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière:
Navigating to the Best Policy in Markov Decision Processes. NeurIPS 2021: 25852-25864 - 2020
- [c22]Tomás Kocák, Aurélien Garivier:
Best Arm Identification in Spectral Bandits. IJCAI 2020: 2220-2226 - 2019
- [c21]Léonard Torossian, Aurélien Garivier, Victor Picheny:
$\mathcal{X}$-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks. ACML 2019: 252-267 - [c20]Aurélien Garivier, Satyen Kale:
Algorithmic Learning Theory 2019: Preface. ALT 2019: 1-2 - 2018
- [c19]Mastane Achab, Stéphan Clémençon, Aurélien Garivier:
Profitable Bandits. ACML 2018: 694-709 - [c18]Grégoire Jauvion, Nicolas Grislain, Pascal Dkengne Sielenou, Aurélien Garivier, Sébastien Gerchinovitz:
Optimization of a SSP's Header Bidding Strategy using Thompson Sampling. KDD 2018: 425-432 - [c17]Emilie Kaufmann, Wouter M. Koolen, Aurélien Garivier:
Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling. NeurIPS 2018: 6335-6345 - 2017
- [c16]Pierre Ménard, Aurélien Garivier:
A minimax and asymptotically optimal algorithm for stochastic bandits. ALT 2017: 223-237 - [c15]Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade:
Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond. ECML/PKDD (2) 2017: 389-404 - 2016
- [c14]Aurélien Garivier, Emilie Kaufmann:
Optimal Best Arm Identification with Fixed Confidence. COLT 2016: 998-1027 - [c13]Aurélien Garivier, Emilie Kaufmann, Wouter M. Koolen:
Maximin Action Identification: A New Bandit Framework for Games. COLT 2016: 1028-1050 - [c12]Aurélien Garivier, Tor Lattimore, Emilie Kaufmann:
On Explore-Then-Commit strategies. NIPS 2016: 784-792 - 2015
- [c11]Jonathan Louëdec, Max Chevalier, Aurélien Garivier, Josiane Mothe:
Algorithmes de bandit pour les systèmes de recommandation : le cas de multiples recommandations simultanées. CORIA 2015: 73-88 - [c10]Jonathan Louëdec, Max Chevalier, Josiane Mothe, Aurélien Garivier, Sébastien Gerchinovitz:
A Multiple-Play Bandit Algorithm Applied to Recommender Systems. FLAIRS 2015: 67-72 - 2014
- [c9]Emilie Kaufmann, Olivier Cappé, Aurélien Garivier:
On the Complexity of A/B Testing. COLT 2014: 461-481 - 2013
- [c8]Aurélien Garivier:
Informational confidence bounds for self-normalized averages and applications. ITW 2013: 1-5 - 2012
- [c7]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice. CDC 2012: 6808-6812 - [c6]Emilie Kaufmann, Olivier Cappé, Aurélien Garivier:
On Bayesian Upper Confidence Bounds for Bandit Problems. AISTATS 2012: 592-600 - 2011
- [c5]Aurélien Garivier, Eric Moulines:
On Upper-Confidence Bound Policies for Switching Bandit Problems. ALT 2011: 174-188 - [c4]Aurélien Garivier, Olivier Cappé:
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond. COLT 2011: 359-376 - 2010
- [c3]Sarah Filippi, Olivier Cappé, Aurélien Garivier:
Optimism in reinforcement learning and Kullback-Leibler divergence. Allerton 2010: 115-122 - [c2]Sarah Filippi, Olivier Cappé, Aurélien Garivier, Csaba Szepesvári:
Parametric Bandits: The Generalized Linear Case. NIPS 2010: 586-594 - 2002
- [c1]Mark R. Greenstreet, Anthony Winstanley, Aurélien Garivier:
An Event Spacing Experiment. ASYNC 2002: 47-56
Editorship
- 2019
- [e1]Aurélien Garivier, Satyen Kale:
Algorithmic Learning Theory, ALT 2019, 22-24 March 2019, Chicago, Illinois, USA. Proceedings of Machine Learning Research 98, PMLR 2019 [contents]
Informal and Other Publications
- 2023
- [i41]Clément Lalanne, Aurélien Garivier, Rémi Gribonval:
Private Statistical Estimation of Many Quantiles. CoRR abs/2302.06943 (2023) - [i40]Omar Fawzi, Nicolas Flammarion, Aurélien Garivier, Aadil Oufkir:
Quantum Channel Certification with Incoherent Strategies. CoRR abs/2303.01188 (2023) - [i39]Clément Lalanne, Aurélien Garivier, Rémi Gribonval:
About the Cost of Global Privacy in Density Estimation. CoRR abs/2306.14535 (2023) - [i38]Alexandre Marthe, Aurélien Garivier, Claire Vernade:
Beyond Average Return in Markov Decision Processes. CoRR abs/2310.20266 (2023) - 2022
- [i37]Aymen Al Marjani, Tomás Kocák, Aurélien Garivier:
On the complexity of All ε-Best Arms Identification. CoRR abs/2202.06280 (2022) - [i36]Clément Lalanne, Clément Gastaud, Nicolas Grislain, Aurélien Garivier, Rémi Gribonval:
Private Quantiles Estimation in the Presence of Atoms. CoRR abs/2202.08969 (2022) - [i35]Omar Fawzi, Nicolas Flammarion, Aurélien Garivier, Aadil Oufkir:
Sequential algorithms for testing identity and closeness of distributions. CoRR abs/2205.06069 (2022) - [i34]Antoine Barrier, Aurélien Garivier, Gilles Stoltz:
On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits. CoRR abs/2210.00895 (2022) - [i33]Clément Lalanne, Aurélien Garivier, Rémi Gribonval:
On the Statistical Complexity of Estimation and Testing under Privacy Constraints. CoRR abs/2210.02215 (2022) - [i32]Juliette Achddou, Olivier Cappé, Aurélien Garivier:
Regret Analysis of the Stochastic Direct Search Method for Blind Resource Allocation. CoRR abs/2210.05222 (2022) - 2021
- [i31]Aymen Al Marjani, Aurélien Garivier, Alexandre Proutière:
Navigating to the Best Policy in Markov Decision Processes. CoRR abs/2106.02847 (2021) - [i30]Juliette Achddou, Olivier Cappé, Aurélien Garivier:
Fast Rate Learning in Stochastic First Price Bidding. CoRR abs/2107.01835 (2021) - [i29]Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M. Koolen:
A/B/n Testing with Control in the Presence of Subpopulations. CoRR abs/2110.15573 (2021) - 2020
- [i28]Yoan Russac, Olivier Cappé, Aurélien Garivier:
Algorithms for Non-Stationary Generalized Linear Bandits. CoRR abs/2003.10113 (2020) - [i27]Tomás Kocák, Aurélien Garivier:
Best Arm Identification in Spectral Bandits. CoRR abs/2005.09841 (2020) - [i26]Louis Béthune, Yacouba Kaloga, Pierre Borgnat, Aurélien Garivier, Amaury Habrard:
Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening. CoRR abs/2007.03373 (2020) - [i25]Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier:
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. CoRR abs/2011.00819 (2020) - [i24]Juliette Achddou, Olivier Cappé, Aurélien Garivier:
Efficient Algorithms for Stochastic Repeated Second-price Auctions. CoRR abs/2011.05072 (2020) - 2019
- [i23]Léonard Torossian, Victor Picheny, Robert Faivre, Aurélien Garivier:
A Review on Quantile Regression for Stochastic Computer Experiments. CoRR abs/1901.07874 (2019) - [i22]Léonard Torossian, Aurélien Garivier, Victor Picheny:
X-Armed Bandits: Optimizing Quantiles and Other Risks. CoRR abs/1904.08205 (2019) - 2018
- [i21]Mastane Achab, Stéphan Clémençon, Aurélien Garivier:
Profitable Bandits. CoRR abs/1805.02908 (2018) - [i20]Aurélien Garivier, Hédi Hadiji, Pierre Ménard, Gilles Stoltz:
KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints. CoRR abs/1805.05071 (2018) - [i19]Emilie Kaufmann, Wouter M. Koolen, Aurélien Garivier:
Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling. CoRR abs/1806.00973 (2018) - [i18]Grégoire Jauvion, Nicolas Grislain, Pascal Dkengne Sielenou, Aurélien Garivier, Sébastien Gerchinovitz:
Optimization of a SSP's Header Bidding Strategy using Thompson Sampling. CoRR abs/1807.03299 (2018) - [i17]Philippe C. Besse, Céline Castets-Renard, Aurélien Garivier, Jean-Michel Loubes:
Can everyday AI be ethical. Fairness of Machine Learning Algorithms. CoRR abs/1810.01729 (2018) - 2017
- [i16]Emilie Kaufmann, Aurélien Garivier:
Learning the distribution with largest mean: two bandit frameworks. CoRR abs/1702.00001 (2017) - [i15]Pierre Ménard, Aurélien Garivier:
A minimax and asymptotically optimal algorithm for stochastic bandits. CoRR abs/1702.07211 (2017) - [i14]Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade:
Max K-armed bandit: On the ExtremeHunter algorithm and beyond. CoRR abs/1707.08820 (2017) - 2016
- [i13]Aurélien Garivier, Emilie Kaufmann:
Optimal Best Arm Identification with Fixed Confidence. CoRR abs/1602.04589 (2016) - [i12]Aurélien Garivier, Emilie Kaufmann, Wouter M. Koolen:
Maximin Action Identification: A New Bandit Framework for Games. CoRR abs/1602.04676 (2016) - [i11]Aurélien Garivier, Pierre Ménard, Gilles Stoltz:
Explore First, Exploit Next: The True Shape of Regret in Bandit Problems. CoRR abs/1602.07182 (2016) - [i10]Aurélien Garivier, Emilie Kaufmann, Tor Lattimore:
On Explore-Then-Commit Strategies. CoRR abs/1605.08988 (2016) - 2014
- [i9]Philippe C. Besse, Aurélien Garivier, Jean-Michel Loubes:
Big Data - Retour vers le Futur 3; De Statisticien à Data Scientist. CoRR abs/1403.3758 (2014) - [i8]Emilie Kaufmann, Olivier Cappé, Aurélien Garivier:
On the Complexity of A/B Testing. CoRR abs/1405.3224 (2014) - [i7]Emilie Kaufmann, Olivier Cappé, Aurélien Garivier:
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models. CoRR abs/1407.4443 (2014) - 2012
- [i6]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice: finite time analysis and macroscopic optimality. CoRR abs/1207.5259 (2012) - 2011
- [i5]Aurélien Garivier, Olivier Cappé:
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond. CoRR abs/1102.2490 (2011) - [i4]Aurélien Garivier:
A Propp-Wilson perfect simulation scheme for processes with long memory. CoRR abs/1106.5971 (2011) - [i3]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice. CoRR abs/1110.5447 (2011) - 2010
- [i2]Sarah Filippi, Olivier Cappé, Aurélien Garivier:
Optimism in Reinforcement Learning Based on Kullback-Leibler Divergence. CoRR abs/1004.5229 (2010) - 2009
- [i1]Sarah Filippi, Olivier Cappé, Aurélien Garivier:
Regret Bounds for Opportunistic Channel Access. CoRR abs/0908.0319 (2009)
Coauthor Index
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