conftrace_

sublinear regret

88 papers

Explore in graph

Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) contextual bandit (381) bayesian optimization (624) online algorithm (445) gaussian process (1200) reinforcement learning (4352) upper confidence bound (197) online convex optimization (165)

Papers

Online Multi-LLM Selection via Contextual Bandits Under Unstructured Context Evolution AAAI 2026
Gradient Equilibrium in Online Learning: Theory and Applications JMLR 2025
Safe dynamic pricing for nonstationary network resource allocation L4DC 2024
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning NIPS 2024
Online learning in bandits with predicted context AISTATS 2024
Fully Unconstrained Online Learning NIPS 2024
Gaussian Process Bandits for Top-k Recommendations NIPS 2024
A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning NIPS 2024
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit NIPS 2024
Online Learning with Sublinear Best-Action Queries NIPS 2024
Online Learning with Off-Policy Feedback in Adversarial MDPs IJCAI 2024
Group-wise oracle-efficient algorithms for online multi-group learning NIPS 2024
Online Bayesian Persuasion Without a Clue NIPS 2024
Optimal Scalarizations for Sublinear Hypervolume Regret NIPS 2024
Regret Analysis of Repeated Delegated Choice AAAI 2024
Last Switch Dependent Bandits with Monotone Payoff Functions ICML 2023
Adaptive Regret for Control of Time-Varying Dynamics L4DC 2023
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret L4DC 2023
On the Sublinear Regret of GP-UCB NIPS 2023
Provable Reset-free Reinforcement Learning by No-Regret Reduction ICML 2023
Distributed Linear Bandits under Communication Constraints ICML 2023
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees. ICML 2023
A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback ICML 2023
Non-Convex Bilevel Optimization with Time-Varying Objective Functions NIPS 2023
Regularized online DR-submodular optimization UAI 2023