Claire Vernade
Claire Vernade
DeepMind
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Multiple-play bandits in the position-based model
P Lagrée, C Vernade, O Cappe
Advances in Neural Information Processing Systems 29, 1597-1605, 2016
642016
Weighted linear bandits for non-stationary environments
Y Russac, C Vernade, O Cappé
arXiv preprint arXiv:1909.09146, 2019
542019
Stochastic rank-1 bandits
S Katariya, B Kveton, C Szepesvari, C Vernade, Z Wen
Artificial Intelligence and Statistics, 392-401, 2017
502017
Stochastic bandit models for delayed conversions
C Vernade, O Cappé, V Perchet
arXiv preprint arXiv:1706.09186, 2017
402017
Bernoulli Rank-1 Bandits for Click Feedback
C Szepesvari, B Kveton, S Katariya, C Vernade
IJCAI, 2017
29*2017
Linear bandits with stochastic delayed feedback
C Vernade, A Carpentier, T Lattimore, G Zappella, B Ermis, M Brueckner
International Conference on Machine Learning, 9712-9721, 2020
22*2020
Confident off-policy evaluation and selection through self-normalized importance weighting
I Kuzborskij, C Vernade, A Gyorgy, C Szepesvári
International Conference on Artificial Intelligence and Statistics, 640-648, 2021
152021
Solving bernoulli rank-one bandits with unimodal thompson sampling
C Trinh, E Kaufmann, C Vernade, R Combes
Algorithmic Learning Theory, 862-889, 2020
102020
Sparse stochastic bandits
J Kwon, V Perchet, C Vernade
arXiv preprint arXiv:1706.01383, 2017
92017
Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond
M Achab, S Clémençon, A Garivier, A Sabourin, C Vernade
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
82017
Eigengame: Pca as a nash equilibrium
I Gemp, B McWilliams, C Vernade, T Graepel
arXiv preprint arXiv:2010.00554, 2020
72020
Stochastic bandits with arm-dependent delays
AG Manegueu, C Vernade, A Carpentier, M Valko
International Conference on Machine Learning, 3348-3356, 2020
6*2020
The elliptical potential lemma revisited
A Carpentier, C Vernade, Y Abbasi-Yadkori
arXiv preprint arXiv:2010.10182, 2020
62020
Learning from delayed outcomes with intermediate observations
TA Mann, S Gowal, R Jiang, H Hu, B Lakshminarayanan, A Gyorgy
arXiv preprint arXiv:1807.09387, 2018
62018
Non-Stationary Delayed Bandits with Intermediate Observations
C Vernade, A Gyorgy, T Mann
International Conference on Machine Learning, 9722-9732, 2020
52020
Asymptotically Optimal Information-Directed Sampling
J Kirschner, T Lattimore, C Vernade, C Szepesvári
arXiv preprint arXiv:2011.05944, 2020
52020
EigenGame Unloaded: When playing games is better than optimizing
I Gemp, B McWilliams, C Vernade, T Graepel
arXiv preprint arXiv:2102.04152, 2021
22021
Learning from missing data using selection bias in movie recommendation
C Vernade, O Cappé
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
22015
Multivariate digital campaign content exploration utilizing rank-1 best-arm identification
B Kveton, Z Wen, YA Yadkori, M Ghavamzadeh, C Vernade
US Patent App. 17/334,237, 2021
2021
Multivariate digital campaign content testing utilizing rank-1 best-arm identification
B Kveton, Z Wen, YA Yadkori, M Ghavamzadeh, C Vernade
US Patent 11,062,346, 2021
2021
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