conftrace_

dueling bandit

57 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) preference learning (418) pairwise comparison (187) condorcet winner (12) bandit algorithm (108) sample complexity (1169) online algorithm (445) regret minimization (315)

Papers

Federated Linear Dueling Bandits AAAI 2026
Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback AAAI 2026
Large Language Model-Enhanced Multi-Armed Bandits ACL 2026
Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation ACL 2026
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents ACL 2025
Near-Optimal Pure Exploration in Matrix Games: A Generalization of Stochastic Bandits & Dueling Bandits AISTATS 2024
Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources AISTATS 2024
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits NIPS 2024
On Weak Regret Analysis for Dueling Bandits NIPS 2024
Identifying Copeland Winners in Dueling Bandits with Indifferences AISTATS 2024
Eliciting Kemeny Rankings AAAI 2024
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering ACL 2023
One Arrow, Two Kills: A Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits AISTATS 2023
ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits AISTATS 2023
When Can We Track Significant Preference Shifts in Dueling Bandits? NIPS 2023
Batched Dueling Bandits ICML 2022
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem NIPS 2022
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits ICML 2022
Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences ICML 2022
Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models ICML 2022
Learning to Identify Top Elo Ratings: A Dueling Bandits Approach AAAI 2022
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons ACL 2022
Preference-based Online Learning with Dueling Bandits: A Survey JMLR 2021
Adversarial Dueling Bandits ICML 2021
Bias-Robust Bayesian Optimization via Dueling Bandits ICML 2021