Conformal Prediction using Conditional Histograms

18 May 2021

Papers citing "Conformal Prediction using Conditional Histograms"

17 / 17 papers shown

Title
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 69 4 0 03 Jan 2025
Conformal Thresholded Intervals for Efficient Regression Rui Luo Zhixin Zhou 66 5 0 03 Jan 2025
Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict David Randahl Jonathan P. Williams Håvard Hegre 149 0 0 18 Oct 2024
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise T. Pouplin Alan Jeffares Nabeel Seedat Mihaela van der Schaar 55 3 0 05 Jun 2024
Conformal Prediction with Learned Features Shayan Kiyani George Pappas Hamed Hassani 23 8 0 26 Apr 2024
Conformal Prediction via Regression-as-Classification E. Guha Shlok Natarajan Thomas Möllenhoff Mohammad Emtiyaz Khan Eugène Ndiaye 24 11 0 12 Apr 2024
Conformal Contextual Robust Optimization Yash P. Patel Sahana Rayan Ambuj Tewari 34 15 0 16 Oct 2023
Adaptive conformal classification with noisy labels Matteo Sesia Y. X. R. Wang Xin Tong 24 12 0 10 Sep 2023
Design-based conformal prediction J. Wieczorek 11 2 0 02 Mar 2023
Conformal inference is (almost) free for neural networks trained with early stopping Zi-Chen Liang Yan Zhou Matteo Sesia BDL 18 10 0 27 Jan 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 13 8 0 09 Nov 2022
Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers Zi-Chen Liang Matteo Sesia Wenguang Sun OODD 20 19 0 23 Aug 2022
A novel Deep Learning approach for one-step Conformal Prediction approximation Julia A. Meister K. Nguyen S. Kapetanakis Zhiyuan Luo 18 5 0 25 Jul 2022
Improved conformalized quantile regression Martim Sousa Ana Maria Tomé José Manuel Moreira 34 6 0 06 Jul 2022
Probabilistic Conformal Prediction Using Conditional Random Samples Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei TPM 39 22 0 14 Jun 2022
Fast Nonlinear Vector Quantile Regression Aviv A. Rosenberg S. Vedula Yaniv Romano A. Bronstein 18 7 0 30 May 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder Yaniv Romano Matteo Sesia Yanfei Zhou UQCV 23 48 0 12 May 2022