conftrace_

prediction interval

67 papers

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Also known as

PI

Co-occurring keywords

uncertainty quantification (1393) conformal prediction (215) quantile regression (95) uncertainty estimation (648) coverage probability (10) random forest (326) neural network (6616) distribution shift (722) epistemic uncertainty (160) aleatoric uncertainty (109)

Papers

Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles UAI 2020
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals MLHC 2020
Empirical Priors for Prediction in Sparse High-dimensional Linear Regression JMLR 2020
Adaptive, Distribution-Free Prediction Intervals for Deep Networks AISTATS 2020
Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors AAAI 2020
Single-Model Uncertainties for Deep Learning NIPS 2019
Simultaneous Prediction Intervals for Patient-Specific Survival Curves IJCAI 2019
Quantifying Uncertainty in Online Regression Forests JMLR 2019
Conformalized Quantile Regression NIPS 2019
Conformal Prediction Under Covariate Shift NIPS 2019
HDI-Forest: Highest Density Interval Regression Forest IJCAI 2019
Discriminative Learning of Prediction Intervals AISTATS 2018
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS 2018
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML 2018
Efficiency of conformalized ridge regression COLT 2014
A Tutorial on Conformal Prediction JMLR 2008
Quantile Regression Forests JMLR 2006