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1712.04644
Cited By
Stochastic Low-Rank Bandits
13 December 2017
Branislav Kveton
Csaba Szepesvári
Anup B. Rao
Zheng Wen
Yasin Abbasi-Yadkori
S. Muthukrishnan
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Papers citing
"Stochastic Low-Rank Bandits"
24 / 24 papers shown
Generalized Low-Rank Matrix Contextual Bandits with Graph Information
Yao Wang
Jiannan Li
Yue Kang
Shanxing Gao
Zhenxin Xiao
174
2
0
23 Jul 2025
Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits
International Conference on Machine Learning (ICML), 2024
Jiabin Lin
Shana Moothedath
Namrata Vaswani
418
8
0
08 Jan 2025
Towards Domain Adaptive Neural Contextual Bandits
Ziyan Wang
Hao Wang
Hao Wang
456
0
0
13 Jun 2024
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning
Subhojyoti Mukherjee
Josiah P. Hanna
Qiaomin Xie
Robert D. Nowak
635
6
0
07 Jun 2024
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits
Kyoungseok Jang
Chicheng Zhang
Kwang-Sung Jun
291
4
0
17 Feb 2024
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems
Neural Information Processing Systems (NeurIPS), 2024
Yue Kang
Cho-Jui Hsieh
T. C. Lee
356
22
0
14 Jan 2024
Efficient Generalized Low-Rank Tensor Contextual Bandits
Qianxin Yi
Yiyang Yang
Shaojie Tang
Jiapeng Liu
Yao Wang
255
0
0
03 Nov 2023
Optimal Algorithms for Latent Bandits with Cluster Structure
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
S. Pal
A. Suggala
Karthikeyan Shanmugam
Prateek Jain
371
12
0
17 Jan 2023
On the Sample Complexity of Representation Learning in Multi-task Bandits with Global and Local structure
AAAI Conference on Artificial Intelligence (AAAI), 2022
Alessio Russo
Alexandre Proutiere
174
3
0
28 Nov 2022
Online Low Rank Matrix Completion
International Conference on Learning Representations (ICLR), 2022
Prateek Jain
S. Pal
231
11
0
08 Sep 2022
A Scalable Recommendation Engine for New Users and Items
Social Science Research Network (SSRN), 2022
Boya Xu
Yiting Deng
C. Mela
267
2
0
06 Sep 2022
Uncertainty-Based Non-Parametric Active Peak Detection
International Symposium on Information Theory (ISIT), 2022
Praneeth Narayanamurthy
U. Mitra
100
0
0
05 May 2022
Multi-task Representation Learning with Stochastic Linear Bandits
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Leonardo Cella
Karim Lounici
Grégoire Pacreau
Massimiliano Pontil
245
25
0
21 Feb 2022
An Experimental Design Approach for Regret Minimization in Logistic Bandits
AAAI Conference on Artificial Intelligence (AAAI), 2022
Blake Mason
Kwang-Sung Jun
Lalit P. Jain
182
11
0
04 Feb 2022
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems
AAAI Conference on Artificial Intelligence (AAAI), 2022
Hao Wang
Yifei Ma
Hao Ding
Yuyang Wang
382
6
0
01 Feb 2022
Multi-armed Bandit Algorithm against Strategic Replication
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Suho Shin
Seungjoon Lee
Jungseul Ok
133
6
0
23 Oct 2021
Learning User Preferences in Non-Stationary Environments
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Wasim Huleihel
S. Pal
O. Shayevitz
254
13
0
29 Jan 2021
Episodic Linear Quadratic Regulators with Low-rank Transitions
Tianyu Wang
Lin F. Yang
180
3
0
03 Nov 2020
Stochastic Low-rank Tensor Bandits for Multi-dimensional Online Decision Making
Journal of the American Statistical Association (JASA), 2020
Jie Zhou
Botao Hao
Zheng Wen
Jingfei Zhang
W. Sun
320
9
0
31 Jul 2020
Low-Rank Generalized Linear Bandit Problems
Yangyi Lu
A. Meisami
Ambuj Tewari
348
51
0
04 Jun 2020
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling
International Conference on Algorithmic Learning Theory (ALT), 2019
Cindy Trinh
E. Kaufmann
Claire Vernade
Richard Combes
131
33
0
06 Dec 2019
Improved Algorithm on Online Clustering of Bandits
Shuai Li
Wei Chen
Shuai Li
K. Leung
182
76
0
25 Feb 2019
Bandit Principal Component Analysis
W. Kotłowski
Gergely Neu
173
18
0
08 Feb 2019
Bilinear Bandits with Low-rank Structure
Kwang-Sung Jun
Rebecca Willett
S. Wright
Robert D. Nowak
418
68
0
08 Jan 2019
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