conformal prediction

208 papers

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Also known as

ICP CP

Co-occurring keywords

uncertainty quantification (1365) prediction set (55) prediction interval (67) coverage guarantee (25) large language model (12755) quantile regression (94) risk control (13) online learning (1770) uncertainty estimation (639) statistical guarantee (32)

Papers

Conformalized Quantile Regression NIPS 2019

Conformal Prediction Under Covariate Shift NIPS 2019

Differentiable Convex Optimization Layers NIPS 2019

Computing Full Conformal Prediction Set with Approximate Homotopy NIPS 2019

Quantifying Uncertainty in Online Regression Forests JMLR 2019

Large-scale probabilistic predictors with and without guarantees of validity NIPS 2015

Efficiency of conformalized ridge regression COLT 2014

A Tutorial on Conformal Prediction JMLR 2008