"uncertainty calibration" Papers

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Know What You Don't Know: Uncertainty Calibration of Process Reward Models

Young-Jin Park, Kristjan Greenewald, Kaveh Alimohammadi et al.

NeurIPS 2025posterarXiv:2506.09338

Residual Deep Gaussian Processes on Manifolds

Kacper Wyrwal, Andreas Krause, Viacheslav (Slava) Borovitskiy

ICLR 2025posterarXiv:2411.00161

Towards Certification of Uncertainty Calibration under Adversarial Attacks

Cornelius Emde, Francesco Pinto, Thomas Lukasiewicz et al.

ICLR 2025posterarXiv:2405.13922

Calibration Bottleneck: Over-compressed Representations are Less Calibratable

Deng-Bao Wang, Min-Ling Zhang

ICML 2024poster

Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension

Fan Yin, Jayanth Srinivasa, Kai-Wei Chang

ICML 2024poster

Measuring Stochastic Data Complexity with Boltzmann Influence Functions

Nathan Ng, Roger Grosse, Marzyeh Ghassemi

ICML 2024poster

Predictive Dynamic Fusion

Bing Cao, Yinan Xia, Yi Ding et al.

ICML 2024poster

RICA^2: Rubric-Informed, Calibrated Assessment of Actions

Abrar Majeedi, Viswanatha Reddy Gajjala, Satya Sai Srinath Namburi GNVV et al.

ECCV 2024poster