conftrace_

calibration error

61 papers

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Also known as

CE

Co-occurring keywords

uncertainty quantification (1393) large language model (13587) confidence calibration (183) model calibration (232) confidence estimation (167) temperature scaling (67) neural network (6616) uncertainty estimation (648) probability calibration (57) out-of-distribution detection (617)

Papers

Active Bayesian Assessment of Black-Box Classifiers AAAI 2021
Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors AAAI 2020
Learning Trajectories for Visual-Inertial System Calibration via Model-based Heuristic Deep Reinforcement Learning CORL 2020
Calibration of Pre-trained Transformers EMNLP 2020
Improving Confidence Estimates for Unfamiliar Examples CVPR 2020
Sample Complexity of Uniform Convergence for Multicalibration NIPS 2020
Calibrated Reliable Regression using Maximum Mean Discrepancy NIPS 2020
Posterior Calibrated Training on Sentence Classification Tasks ACL 2020
Verified Uncertainty Calibration NIPS 2019
A Calibration Metric for Risk Scores with Survival Data MLHC 2019
Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings ICML 2018