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Optimal Algorithms for Latent Bandits with Cluster Structure

International Conference on Artificial Intelligence and Statistics (AISTATS), 2023

17 January 2023

S. Pal

A. Suggala

Karthikeyan Shanmugam

Prateek Jain

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Papers citing "Optimal Algorithms for Latent Bandits with Cluster Structure"

10 / 10 papers shown

Latent Preference Bandits

Newton Mwai

Emil Carlsson

Fredrik D. Johansson

145

07 Aug 2025

Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Improved Message Delivery in Mobile Maternal Health

Karthikeyan Shanmugam

Aparna Taneja

Milind Tambe

108

22 Jul 2025

Near Optimal Best Arm Identification for Clustered Bandits

Yash

Nikhil Karamchandani

Avishek Ghosh

228

15 May 2025

A Classification View on Meta Learning Bandits

273

06 Apr 2025

Online Matrix Completion: A Collaborative Approach with Hott ItemsInternational Conference on Machine Learning (ICML), 2024

Dheeraj Baby

S. Pal

312

11 Aug 2024

Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning

635

07 Jun 2024

Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs

203

24 Dec 2023

Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget ConstraintsNeural Information Processing Systems (NeurIPS), 2023

S. Pal

A. Suggala

Karthikeyan Shanmugam

Prateek Jain

196

31 Oct 2023

Context-lumpable stochastic banditsNeural Information Processing Systems (NeurIPS), 2023

298

22 Jun 2023

Adversarial Online Collaborative FilteringInternational Conference on Algorithmic Learning Theory (ALT), 2023

327

11 Feb 2023