conftrace_

online decision making

15 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) thompson sampling (237) online algorithm (445) risk-aware learning (6) sequential decision (123) contextual bandit (381) randomized algorithm (112) competitive ratio (74) online decision-making (14)

Papers

Barely Random Algorithms and Collective Metrical Task Systems NIPS 2024
Online decision making with history-average dependent costs L4DC 2024
Thompson Sampling with Diffusion Generative Prior ICML 2023
Private Streaming SCO in $\ell_p$ geometry with Applications in High Dimensional Online Decision Making ICML 2022
Continuous Mean-Covariance Bandits NIPS 2021
Online Multi-Armed Bandits with Adaptive Inference NIPS 2021
Generalized Linear Bandits with Local Differential Privacy NIPS 2021
Optimal Algorithms for Stochastic Contextual Preference Bandits NIPS 2021
Fiduciary Bandits ICML 2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice NIPS 2020
Online Pandora’s Boxes and Bandits AAAI 2019
Bootstrapping Upper Confidence Bound NIPS 2019
Thompson Sampling and Approximate Inference NIPS 2019
Online Decision-Making for Scalable Autonomous Systems IJCAI 2017
Data-Driven Online Decision Making for Autonomous Manipulation RSS 2015