Zheng Wen
Zheng Wen
DeepMind
Verifierad e-postadress på google.com - Startsida
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A Tutorial on Thompson Sampling
D Russo, B Van Roy, A Kazerouni, I Osband, Z Wen
arXiv, https://arxiv.org/pdf/1707.02038.pdf, 0
300*
Generalization and exploration via randomized value functions
I Osband, B Van Roy, Z Wen
International Conference on Machine Learning, 2377-2386, 2016
1812016
Cascading bandits: Learning to rank in the cascade model
B Kveton, C Szepesvári, Z Wen, A Ashkan
ICML, 2015
1642015
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits
B Kveton, Z Wen, A Ashkan, C Szepesvari
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2014
1562014
Optimal demand response using device based reinforcement learning
Z Wen, D O'Neill, HR Maei
IEEE Transactions on Smart Grid, 2014
1462014
Deep Exploration via Randomized Value Functions.
I Osband, B Van Roy, DJ Russo, Z Wen
Journal of Machine Learning Research 20 (124), 1-62, 2019
1072019
Matroid bandits: Fast combinatorial optimization with learning
B Kveton, Z Wen, A Ashkan, H Eydgahi, B Eriksson
UAI 2014, 2014
752014
Efficient learning in large-scale combinatorial semi-bandits
Z Wen, B Kveton, A Ashkan
http://jmlr.org/proceedings/papers/v37/wen15.html, 2014
642014
Combinatorial cascading bandits
B Kveton, Z Wen, A Ashkan, C Szepesvari
Advances in Neural Information Processing Systems, 1450-1458, 2015
622015
Cascading bandits for large-scale recommendation problems
S Zong, H Ni, K Sung, NR Ke, Z Wen, B Kveton
arXiv preprint arXiv:1603.05359, 2016
592016
Online influence maximization under independent cascade model with semi-bandit feedback
Z Wen, B Kveton, M Valko, S Vaswani
Advances in neural information processing systems, 3022-3032, 2017
58*2017
DCM Bandits: Learning to Rank with Multiple Clicks
S Katariya, B Kveton, C Szepesvári, Z Wen
arXiv, 2016
552016
Optimal Greedy Diversity for Recommendation
A Ashkan, B Kveton, S Berkovsky, Z Wen
552015
Online learning to rank in stochastic click models
M Zoghi, T Tunys, M Ghavamzadeh, B Kveton, C Szepesvari, Z Wen
arXiv preprint arXiv:1703.02527, 2017
502017
Adaptive submodular maximization in bandit setting
V Gabillon, B Kveton, Z Wen, B Eriksson, S Muthukrishnan
Advances in Neural Information Processing Systems, 2697-2705, 2013
392013
Efficient Exploration and Value Function Generalization in Deterministic Systems
Z Wen, B Van Roy
Advances in Neural Information Processing Systems, 3021--3029, 2013
372013
Recommendation system based on collaborative filtering
Z Wen
CS229 Lecture Notes, 2008
372008
Stochastic rank-1 bandits
S Katariya, B Kveton, C Szepesvari, C Vernade, Z Wen
Artificial Intelligence and Statistics, 392-401, 2017
352017
Model-independent online learning for influence maximization
S Vaswani, B Kveton, Z Wen, M Ghavamzadeh, L Lakshmanan, ...
arXiv preprint arXiv:1703.00557, 2017
30*2017
Garbage in, reward out: Bootstrapping exploration in multi-armed bandits
B Kveton, C Szepesvari, S Vaswani, Z Wen, T Lattimore, M Ghavamzadeh
International Conference on Machine Learning, 3601-3610, 2019
212019
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Artiklar 1–20