Low-Rank Generalized Linear Bandit Problems

4 June 2020

Papers citing "Low-Rank Generalized Linear Bandit Problems"

14 / 14 papers shown

Title
A Complete Characterization of Learnability for Stochastic Noisy Bandits Steve Hanneke Kun Wang 143 0 0 20 Jan 2025
A Unified Regularization Approach to High-Dimensional Generalized Tensor Bandits Jiannan Li Yiyang Yang Shaojie Tang Yao Wang 186 0 0 18 Jan 2025
Active learning of neural population dynamics using two-photon holographic optogenetics Andrew Wagenmaker Lu Mi Marton Rozsa Matthew S. Bull Karel Svoboda Kayvon Daie Matthew D. Golub Kevin Jamieson 151 0 0 03 Dec 2024
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning Subhojyoti Mukherjee Josiah P. Hanna Qiaomin Xie Robert Nowak 198 2 0 07 Jun 2024
Stochastic Linear Bandits with Hidden Low Rank Structure Sahin Lale Kamyar Azizzadenesheli Anima Anandkumar B. Hassibi 98 29 0 28 Jan 2019
Bilinear Bandits with Low-rank Structure Kwang-Sung Jun Rebecca Willett S. Wright Robert D. Nowak 74 60 0 08 Jan 2019
Stochastic Low-Rank Bandits Branislav Kveton Csaba Szepesvári Anup B. Rao Zheng Wen Yasin Abbasi-Yadkori S. Muthukrishnan 60 40 0 13 Dec 2017
Scalable Generalized Linear Bandits: Online Computation and Hashing Kwang-Sung Jun Aniruddha Bhargava Robert D. Nowak Rebecca Willett 66 124 0 01 Jun 2017
Bernoulli Rank- $1$ Bandits for Click Feedback S. Katariya Branislav Kveton Csaba Szepesvári Claire Vernade Zheng Wen 42 85 0 19 Mar 2017
Low-rank Bandits with Latent Mixtures Aditya Gopalan Odalric-Ambrym Maillard Mohammadi Zaki 81 27 0 06 Sep 2016
Stochastic Rank-1 Bandits S. Katariya Branislav Kveton Csaba Szepesvári Claire Vernade Zheng Wen 68 70 0 10 Aug 2016
Structured Stochastic Linear Bandits Nicholas Johnson V. Sivakumar A. Banerjee 59 11 0 17 Jun 2016
High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity Po-Ling Loh Martin J. Wainwright 111 561 0 16 Sep 2011
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 260 718 0 11 Jun 2009