conftrace_

proper scoring rule

24 papers

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Also known as

PSR

Co-occurring keywords

uncertainty quantification (1393) brier score (13) incentive compatibility (90) probabilistic prediction (33) bregman divergence (81) proper loss (26) energy-based model (251) class probability estimation (8) probability elicitation (4) mechanism design (340)

Papers

Uncertainty Quantification for Machine Learning: One Size Does Not Fit All AAAI 2026
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification AAAI 2024
Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors AISTATS 2024
On Second-Order Scoring Rules for Epistemic Uncertainty Quantification ICML 2023
Proper Scoring Rules for Survival Analysis ICML 2023
Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows ICML 2023
Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts ICML 2023
Incentivizing honest performative predictions with proper scoring rules UAI 2023
From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions JMLR 2023
Strictly Proper Contract Functions Can Be Arbitrage-Free AAAI 2022
Robustness and Reliability When Training With Noisy Labels AISTATS 2022
Survival regression with proper scoring rules and monotonic neural networks AISTATS 2022
Diversity Enhanced Active Learning with Strictly Proper Scoring Rules NIPS 2021
Pseudo-Spherical Contrastive Divergence NIPS 2021
Preventing Arbitrage from Collusion When Eliciting Probabilities AAAI 2020
Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective JMLR 2020
An Equivalence between Wagering and Fair-Division Mechanisms AAAI 2019
Online Prediction with Selfish Experts NIPS 2017
Existence and Uniqueness of Proper Scoring Rules JMLR 2015
GEV-Canonical Regression for Accurate Binary Class Probability Estimation when One Class is Rare ICML 2014
A Unified View of Performance Metrics: Translating Threshold Choice into Expected Classification Loss JMLR 2012
A Characterization of Scoring Rules for Linear Properties COLT 2012
Information, Divergence and Risk for Binary Experiments JMLR 2011
Convexity of Proper Composite Binary Losses AISTATS 2010