Sequential Experimental Design for Transductive Linear Bandits

20 June 2019

Papers citing "Sequential Experimental Design for Transductive Linear Bandits"

32 / 32 papers shown

Title
On the Problem of Best Arm Retention Houshuang Chen Yuchen He Chihao Zhang 41 0 0 16 Apr 2025
Enhancing Preference-based Linear Bandits via Human Response Time Shen Li Yuyang Zhang Zhaolin Ren Claire Liang Na Li J. Shah 42 0 0 03 Jan 2025
Near Optimal Pure Exploration in Logistic Bandits Eduardo Ochoa Rivera Ambuj Tewari 30 0 0 28 Oct 2024
Mode Estimation with Partial Feedback Charles Arnal Vivien A. Cabannes Vianney Perchet 53 0 0 20 Feb 2024
Active Few-Shot Fine-Tuning Jonas Hübotter Bhavya Sukhija Lenart Treven Yarden As Andreas Krause 48 1 0 13 Feb 2024
Optimal Thresholding Linear Bandit Eduardo Ochoa Rivera Ambuj Tewari 22 0 0 11 Feb 2024
Thompson Sampling for Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit Shintaro Nakamura Masashi Sugiyama 24 4 0 20 Aug 2023
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need Vivien A. Cabannes Léon Bottou Yann LeCun Randall Balestriero 52 13 0 27 Mar 2023
Estimating Optimal Policy Value in General Linear Contextual Bandits Jonathan Lee Weihao Kong Aldo Pacchiano Vidya Muthukumar Emma Brunskill 35 0 0 19 Feb 2023
Active learning for data streams: a survey Davide Cacciarelli M. Kulahci 30 40 0 17 Feb 2023
Multi-task Representation Learning for Pure Exploration in Linear Bandits Yihan Du Longbo Huang Wen Sun 30 4 0 09 Feb 2023
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits Subhojyoti Mukherjee Qiaomin Xie Josiah P. Hanna R. Nowak OffRL 58 5 0 29 Jan 2023
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits Kyoungseok Jang Chicheng Zhang Kwang-Sung Jun 48 14 0 25 Oct 2022
SPRT-based Efficient Best Arm Identification in Stochastic Bandits Arpan Mukherjee A. Tajer 21 5 0 22 Jul 2022
Active Learning with Safety Constraints Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin G. Jamieson 30 12 0 22 Jun 2022
Near-Optimal Collaborative Learning in Bandits Clémence Réda Sattar Vakili E. Kaufmann FedML 39 21 0 31 May 2022
Active Labeling: Streaming Stochastic Gradients Vivien A. Cabannes Francis R. Bach Vianney Perchet Alessandro Rudi 66 2 0 26 May 2022
On Elimination Strategies for Bandit Fixed-Confidence Identification Andrea Tirinzoni Rémy Degenne 47 7 0 22 May 2022
An Experimental Design Approach for Regret Minimization in Logistic Bandits Blake Mason Kwang-Sung Jun Lalit P. Jain 31 10 0 04 Feb 2022
Nearly Optimal Algorithms for Level Set Estimation Blake Mason Romain Camilleri Subhojyoti Mukherjee Kevin G. Jamieson Robert D. Nowak Lalit P. Jain 32 22 0 02 Nov 2021
Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification Clémence Réda Andrea Tirinzoni Rémy Degenne 35 9 0 02 Nov 2021
Collaborative Pure Exploration in Kernel Bandit Yihan Du Wei Chen Yuko Kuroki Longbo Huang 47 10 0 29 Oct 2021
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs Han Zhong Jiayi Huang Lin F. Yang Liwei Wang 27 7 0 26 Oct 2021
Near Instance Optimal Model Selection for Pure Exploration Linear Bandits Yinglun Zhu Julian Katz-Samuels Robert D. Nowak 43 6 0 10 Sep 2021
The Role of Contextual Information in Best Arm Identification Masahiro Kato Kaito Ariu 43 18 0 26 Jun 2021
Pure Exploration in Kernel and Neural Bandits Yinglun Zhu Dongruo Zhou Ruoxi Jiang Quanquan Gu Rebecca Willett Robert D. Nowak 13 15 0 22 Jun 2021
Pure Exploration with Structured Preference Feedback Shubham Gupta Aadirupa Saha S. Katariya 35 0 0 12 Apr 2021
Gamification of Pure Exploration for Linear Bandits Rémy Degenne Pierre Ménard Xuedong Shang Michal Valko 13 76 0 02 Jul 2020
Optimal Best-arm Identification in Linear Bandits Yassir Jedra Alexandre Proutiere 19 75 0 29 Jun 2020
An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits Julian Katz-Samuels Lalit P. Jain Zohar Karnin Kevin G. Jamieson 14 65 0 21 Jun 2020
Explicit Best Arm Identification in Linear Bandits Using No-Regret Learners Mohammadi Zaki Avinash Mohan Aditya Gopalan 18 9 0 13 Jun 2020
Information Directed Sampling for Linear Partial Monitoring Johannes Kirschner Tor Lattimore Andreas Krause 24 46 0 25 Feb 2020