"safety guarantees" Papers

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Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models

William Overman, Mohsen Bayati

NEURIPS 2025arXiv:2506.00911
2
citations

Scaling Data-Driven Probabilistic Robustness Analysis for Semantic Segmentation Neural Networks

Navid Hashemi, Samuel Sasaki, Ipek Oguz et al.

NEURIPS 2025

Tilted Quantile Gradient Updates for Quantile-Constrained Reinforcement Learning

Chenglin Li, Guangchun Ruan, Hua Geng

AAAI 2025paperarXiv:2412.13184
1
citations