Conformal Prediction with Upper and Lower Bound Models

6 March 2025

Papers citing "Conformal Prediction with Upper and Lower Bound Models"

9 / 9 papers shown

Title
Dual Interior Point Optimization Learning Michael Klamkin Mathieu Tanneau Pascal Van Hentenryck 60 2 0 04 Feb 2024
End-to-End Feasible Optimization Proxies for Large-Scale Economic Dispatch Wenbo Chen Mathieu Tanneau Pascal Van Hentenryck 57 34 0 23 Apr 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 51 8 0 09 Nov 2022
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 195 616 0 15 Jul 2021
Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds Yihao Feng Ziyang Tang Na Zhang Qiang Liu OffRL 39 14 0 09 Mar 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 324 1,917 0 12 Nov 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
Nested conformal prediction and quantile out-of-bag ensemble methods Chirag Gupta Arun K. Kuchibhotla Aaditya Ramdas MQ 174 118 0 23 Oct 2019
A comparison of some conformal quantile regression methods Matteo Sesia Emmanuel J. Candès MQ 376 109 0 12 Sep 2019