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13 papers

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Co-occurring keywords

active learning (1301) safe reinforcement learning (120) constrained optimization (281) policy optimization (657) online learning (1777) reinforcement learning (4352) diffusion model alignment (3) utility maximization (20) positive-unlabeled learning (69) safety guarantee (10)

Papers

Personalizing LLMs with Binary Feedback: A Preference-Calibrated Optimization Framework ACL 2026
Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback EMNLP 2025
Long-Term Safe Reinforcement Learning with Binary Feedback AAAI 2024
Aligning Diffusion Models by Optimizing Human Utility NIPS 2024
Active Batch Sampling for Multi-Label Classification With Binary User Feedback WACV 2024
Continual Learning for Instruction Following from Realtime Feedback NIPS 2023
Provable Safe Reinforcement Learning with Binary Feedback AISTATS 2023
On the Theory of Reinforcement Learning with Once-per-Episode Feedback NIPS 2021
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning COLING 2020
Designing Optimal Binary Rating Systems AISTATS 2019
Contextual Pricing for Lipschitz Buyers NIPS 2018
Private Sequential Learning COLT 2018
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016