Scalable Generalized Linear Bandits: Online Computation and Hashing

Scalable Generalized Linear Bandits: Online Computation and Hashing

1 June 2017

Aniruddha Bhargava

Robert D. Nowak

Rebecca Willett

Papers citing "Scalable Generalized Linear Bandits: Online Computation and Hashing"

18 / 18 papers shown

Title
Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits H. Bui Enrique Mallada Anqi Liu 387 0 0 08 Nov 2024
Neural Dueling Bandits: Preference-Based Optimization with Human Feedback Arun Verma Zhongxiang Dai Xiaoqiang Lin Patrick Jaillet K. H. Low 121 5 0 24 Jul 2024
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits Junghyun Lee Se-Young Yun Kwang-Sung Jun 111 5 0 19 Jul 2024
The Power of Active Multi-Task Learning in Reinforcement Learning from Human Feedback Ruitao Chen Liwei Wang 95 1 0 18 May 2024
Generalized Linear Bandits with Limited Adaptivity Ayush Sawarni Nirjhar Das Siddharth Barman Gaurav Sinha 103 3 0 10 Apr 2024
Truncated LinUCB for Stochastic Linear Bandits Yanglei Song Meng zhou 158 0 0 23 Feb 2022
Provably Optimal Algorithms for Generalized Linear Contextual Bandits Lihong Li Yu Lu Dengyong Zhou 89 94 0 28 Feb 2017
Online Stochastic Linear Optimization under One-bit Feedback Lijun Zhang Tianbao Yang Rong Jin Zhi Zhou 41 65 0 25 Sep 2015
Quantization based Fast Inner Product Search Ruiqi Guo Sanjiv Kumar K. Choromanski David Simcha 70 109 0 04 Sep 2015
On Symmetric and Asymmetric LSHs for Inner Product Search Behnam Neyshabur Nathan Srebro 47 166 0 21 Oct 2014
Improved Asymmetric Locality Sensitive Hashing (ALSH) for Maximum Inner Product Search (MIPS) Anshumali Shrivastava Ping Li 112 103 0 20 Oct 2014
Hashing for Similarity Search: A Survey Jingdong Wang Heng Tao Shen Jingkuan Song Jianqiu Ji 50 554 0 13 Aug 2014
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) Anshumali Shrivastava Ping Li 114 470 0 22 May 2014
Volumetric Spanners: an Efficient Exploration Basis for Learning Elad Hazan Zohar Karnin Raghu Mehka 123 97 0 21 Dec 2013
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 154 993 0 15 Sep 2012
Hierarchical Exploration for Accelerating Contextual Bandits Yisong Yue S. Hong Carlos Guestrin 60 51 0 27 Jun 2012
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 325 2,935 0 28 Feb 2010
Linearly Parameterized Bandits Paat Rusmevichientong J. Tsitsiklis 251 558 0 18 Dec 2008