Bilinear Bandits with Low-rank Structure

Bilinear Bandits with Low-rank Structure

8 January 2019

Rebecca Willett

Robert D. Nowak

Papers citing "Bilinear Bandits with Low-rank Structure"

15 / 15 papers shown

Title
A Unified Regularization Approach to High-Dimensional Generalized Tensor Bandits Jiannan Li Yiyang Yang Shaojie Tang Yao Wang 38 0 0 18 Jan 2025
Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits Jiabin Lin Shana Moothedath Namrata Vaswani 64 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 77 0 0 03 Dec 2024
Learning Linear Dynamics from Bilinear Observations Yahya Sattar Yassir Jedra Sarah Dean 32 1 0 24 Sep 2024
Efficient Low-rank Identification via Accelerated Iteratively Reweighted Nuclear Norm Minimization Hao Wang Ye Wang Xiangyu Yang 34 0 0 22 Jun 2024
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning Subhojyoti Mukherjee Josiah P. Hanna Qiaomin Xie Robert Nowak 79 2 0 07 Jun 2024
Adversarial Online Collaborative Filtering Stephen Pasteris Fabio Vitale Mark Herbster Claudio Gentile Andre' Panisson 22 0 0 11 Feb 2023
Multi-task Representation Learning for Pure Exploration in Linear Bandits Yihan Du Longbo Huang Wen Sun 23 4 0 09 Feb 2023
Optimal Algorithms for Latent Bandits with Cluster Structure S. Pal A. Suggala Karthikeyan Shanmugam Prateek Jain 37 9 0 17 Jan 2023
Online Low Rank Matrix Completion Prateek Jain S. Pal 42 9 0 08 Sep 2022
Representation Learning for Context-Dependent Decision-Making Yuzhen Qin Tommaso Menara Samet Oymak ShiNung Ching Fabio Pasqualetti 37 3 0 12 May 2022
Nearly Minimax Algorithms for Linear Bandits with Shared Representation Jiaqi Yang Qi Lei Jason D. Lee S. Du 43 16 0 29 Mar 2022
Scheduling Servers with Stochastic Bilinear Rewards Jung-hun Kim Milan Vojnović 9 2 0 13 Dec 2021
Multi-armed Bandit Algorithm against Strategic Replication Suho Shin Seungjoon Lee Jungseul Ok 22 4 0 23 Oct 2021
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 27 65 0 26 Feb 2020