Outlier-robust Kalman Filtering through Generalised Bayesby Gerardo Duran-Martin, Matias Altamirano, Alexander Y. Shestopaloff, Leandro Sánchez-Betancourt,…
Efficient Online Set-valued Classification with Bandit Feedbackby Zhou Wang, Xingye QiaoFirst submitted to arxiv on:…
Decentralized Online Learning in General-Sum Stackelberg Gamesby Yaolong Yu, Haipeng ChenFirst submitted to arxiv on:…
Linear Noise Approximation Assisted Bayesian Inference on Mechanistic Model of Partially Observed Stochastic Reaction Networkby…
Leveraging (Biased) Information: Multi-armed Bandits with Offline Databy Wang Chi Cheung, Lixing LyuFirst submitted to…
Imitation Learning in Discounted Linear MDPs without exploration assumptionsby Luca Viano, Stratis Skoulakis, Volkan CevherFirst…
Online Algorithms with Limited Data Retentionby Nicole Immorlica, Brendan Lucier, Markus Mobius, James SideriusFirst submitted…
On the Optimal Regret of Locally Private Linear Contextual Banditby Jiachun Li, David Simchi-Levi, Yining…
Online Learning under Haphazard Input Conditions: A Comprehensive Review and Analysisby Rohit Agarwal, Arijit Das,…
Distributed No-Regret Learning for Multi-Stage Systems with End-to-End Bandit Feedbackby I-Hong HouFirst submitted to arxiv…