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Bilinear Bandits with Low-rank Structure

8 January 2019

Papers citing "Bilinear Bandits with Low-rank Structure"

21 / 21 papers shown

Title
A Unified Regularization Approach to High-Dimensional Generalized Tensor Bandits Jiannan Li Yiyang Yang Shaojie Tang Yao Wang 235 0 0 18 Jan 2025
Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits Jiabin Lin Shana Moothedath Namrata Vaswani 99 4 0 08 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 258 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 245 2 0 07 Jun 2024
On High-dimensional and Low-rank Tensor Bandits Chengshuai Shi Cong Shen N. Sidiropoulos 76 2 0 06 May 2023
Adversarial Online Collaborative Filtering Stephen Pasteris Fabio Vitale Mark Herbster Claudio Gentile Andre' Panisson 87 0 0 11 Feb 2023
Optimal Algorithms for Latent Bandits with Cluster Structure S. Pal A. Suggala Karthikeyan Shanmugam Prateek Jain 94 9 0 17 Jan 2023
Online Low Rank Matrix Completion Prateek Jain S. Pal 83 9 0 08 Sep 2022
Representation Learning for Context-Dependent Decision-Making Yuzhen Qin Tommaso Menara Samet Oymak ShiNung Ching Fabio Pasqualetti 64 3 0 12 May 2022
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems Hao Wang Yifei Ma Hao Ding Yuyang Wang 94 6 0 01 Feb 2022
Scheduling Servers with Stochastic Bilinear Rewards Jung-hun Kim Milan Vojnović 65 2 0 13 Dec 2021
Recommending with Recommendations Naveen Durvasula Franklyn Wang S. Kominers 23 0 0 02 Dec 2021
Multi-armed Bandit Algorithm against Strategic Replication Suho Shin Seungjoon Lee Jungseul Ok 57 6 0 23 Oct 2021
Near-optimal Representation Learning for Linear Bandits and Linear RL Jiachen Hu Xiaoyu Chen Chi Jin Lihong Li Liwei Wang OffRL 165 53 0 08 Feb 2021
Learning User Preferences in Non-Stationary Environments Wasim Huleihel S. Pal O. Shayevitz 125 13 0 29 Jan 2021
Regret in Online Recommendation Systems Kaito Ariu Narae Ryu Seyoung Yun Alexandre Proutiere 60 6 0 23 Oct 2020
Impact of Representation Learning in Linear Bandits Jiaqi Yang Wei Hu Jason D. Lee S. Du 97 53 0 13 Oct 2020
Influence Diagram Bandits: Variational Thompson Sampling for Structured Bandit Problems Tong Yu Branislav Kveton Zheng Wen Ruiyi Zhang Ole J. Mengshoel TDI 29 2 0 09 Jul 2020
Low-Rank Generalized Linear Bandit Problems Yangyi Lu A. Meisami Ambuj Tewari 76 45 0 04 Jun 2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 119 69 0 26 Feb 2020
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling Cindy Trinh E. Kaufmann Claire Vernade Richard Combes 38 29 0 06 Dec 2019