Low-rank Bandits with Latent Mixtures

6 September 2016

Papers citing "Low-rank Bandits with Latent Mixtures"

17 / 17 papers shown

Title
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems Yue Kang Cho-Jui Hsieh T. C. Lee 121 19 0 14 Jan 2024
Efficient Generalized Low-Rank Tensor Contextual Bandits Qianxin Yi Yiyang Yang Shaojie Tang Jiapeng Liu Yao Wang 36 0 0 03 Nov 2023
Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms Qian-long Yu Yining Wang Baihe Huang Qi Lei Jason D. Lee 367 3 0 21 Jun 2023
Tractable Optimality in Episodic Latent MABs Jeongyeol Kwon Yonathan Efroni Constantine Caramanis Shie Mannor 112 3 0 05 Oct 2022
Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms Jeongyeol Kwon Yonathan Efroni Constantine Caramanis Shie Mannor AAML 93 6 0 30 Jan 2022
Improved Algorithms for Misspecified Linear Markov Decision Processes Daniel Vial Advait Parulekar Sanjay Shakkottai R. Srikant 61 6 0 12 Sep 2021
Optimal Gradient-based Algorithms for Non-concave Bandit Optimization Baihe Huang Kaixuan Huang Sham Kakade Jason D. Lee Qi Lei Runzhe Wang Jiaqi Yang 409 17 0 09 Jul 2021
Regret in Online Recommendation Systems Kaito Ariu Narae Ryu Seyoung Yun Alexandre Proutiere 60 6 0 23 Oct 2020
Low-Rank Generalized Linear Bandit Problems Yangyi Lu A. Meisami Ambuj Tewari 74 45 0 04 Jun 2020
Learning Near Optimal Policies with Low Inherent Bellman Error Andrea Zanette A. Lazaric Mykel Kochenderfer Emma Brunskill OffRL 91 222 0 29 Feb 2020
Learning with Good Feature Representations in Bandits and in RL with a Generative Model Tor Lattimore Csaba Szepesvári Gellert Weisz OffRL 188 171 0 18 Nov 2019
Stochastic Linear Bandits with Hidden Low Rank Structure Sahin Lale Kamyar Azizzadenesheli Anima Anandkumar B. Hassibi 128 29 0 28 Jan 2019
Parallel Contextual Bandits in Wireless Handover Optimization Igor Colin Albert Thomas M. Draief 32 5 0 21 Jan 2019
Bilinear Bandits with Low-rank Structure Kwang-Sung Jun Rebecca Willett S. Wright Robert D. Nowak 126 60 0 08 Jan 2019
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing Jonas W. Mueller Vasilis Syrgkanis Matt Taddy 76 29 0 30 Jan 2018
Misspecified Linear Bandits Avishek Ghosh Sayak Ray Chowdhury Aditya Gopalan 76 67 0 23 Apr 2017
Reinforcement Learning in Rich-Observation MDPs using Spectral Methods Kamyar Azizzadenesheli A. Lazaric Anima Anandkumar 90 31 0 11 Nov 2016