Converting High-Dimensional Regression to High-Dimensional Conditional Density Estimation

26 April 2017

Papers citing "Converting High-Dimensional Regression to High-Dimensional Conditional Density Estimation"

11 / 11 papers shown

Title
Volume Optimality in Conformal Prediction with Structured Prediction Sets Chao Gao Liren Shan Vaidehi Srinivas Aravindan Vijayaraghavan 55 1 0 23 Feb 2025
Detecting Errors in a Numerical Response via any Regression Model Hang Zhou Jonas W. Mueller Mayank Kumar Jane-ling Wang Jing-Sheng Lei 38 0 0 26 May 2023
Hierarchical clustering: visualization, feature importance and model selection Luben M. C. Cabezas Rafael Izbicki R. Stern 34 21 0 30 Nov 2021
A Deep Generative Approach to Conditional Sampling Xingyu Zhou Yuling Jiao Jin Liu Jian Huang 20 41 0 19 Oct 2021
CD-split and HPD-split: efficient conformal regions in high dimensions Rafael Izbicki Gilson T. Shimizu R. Stern 9 49 0 24 Jul 2020
Flexible distribution-free conditional predictive bands using density estimators Rafael Izbicki Gilson T. Shimizu R. Stern 16 77 0 12 Oct 2019
Marginally-calibrated deep distributional regression Nadja Klein David J. Nott M. Smith UQCV 37 14 0 26 Aug 2019
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values K. Aas Martin Jullum Anders Løland FAtt TDI 38 606 0 25 Mar 2019
ABC-CDE: Towards Approximate Bayesian Computation with Complex High-Dimensional Data and Limited Simulations Rafael Izbicki Ann B. Lee T. Pospisil 49 34 0 14 May 2018
A Spectral Series Approach to High-Dimensional Nonparametric Regression Ann B. Lee Rafael Izbicki BDL AI4TS 122 37 0 01 Feb 2016
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 201 481 0 25 Jun 2008