conftrace_

probability calibration

57 papers

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Co-occurring keywords

uncertainty quantification (1393) uncertainty estimation (648) large language model (13587) calibration error (61) multi-class classification (280) confidence calibration (183) model calibration (232) posterior probability (64) deep neural network (1803) language model (4599)

Papers

Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration NIPS 2019
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers AISTATS 2017
Probability Calibration Trees ACML 2017
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting AISTATS 2017
Bayesian Networks: a Combined Tuning Heuristic PGM 2016
Proper losses for learning from partial labels NIPS 2012
Does an Efficient Calibrated Forecasting Strategy Exist? COLT 2011