Approximate Conditional Coverage & Calibration via Neural Model
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Approximate Conditional Coverage & Calibration via Neural Model Approximations

28 May 2022

Danielle Rasooly

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Papers citing "Approximate Conditional Coverage & Calibration via Neural Model Approximations"

16 / 16 papers shown

Title
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 213 624 0 15 Jul 2021
Localized Conformal Prediction: A Generalized Inference Framework for Conformal Prediction Leying Guan 249 81 0 15 Jun 2021
Distribution-free uncertainty quantification for classification under label shift Aleksandr Podkopaev Aaditya Ramdas UQCV 64 86 0 04 Mar 2021
Uncertainty Sets for Image Classifiers using Conformal Prediction Anastasios Nikolas Angelopoulos Stephen Bates Jitendra Malik Michael I. Jordan UQCV 207 338 0 29 Sep 2020
Classification with Valid and Adaptive Coverage Yaniv Romano Matteo Sesia Emmanuel J. Candès 387 327 0 03 Jun 2020
SemEval-2017 Task 4: Sentiment Analysis in Twitter Sara Rosenthal N. Farra Preslav Nakov VLM 92 799 0 02 Dec 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 96 570 0 26 Sep 2019
Evaluating Protein Transfer Learning with TAPE Roshan Rao Nicholas Bhattacharya Neil Thomas Yan Duan Xi Chen John F. Canny Pieter Abbeel Yun S. Song SSL 94 807 0 19 Jun 2019
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,871 0 14 Jun 2017
Least Ambiguous Set-Valued Classifiers with Bounded Error Levels Mauricio Sadinle Jing Lei Larry A. Wasserman 181 251 0 02 Sep 2016
Compositional Sequence Labeling Models for Error Detection in Learner Writing Marek Rei H. Yannakoudakis 57 109 0 20 Jul 2016
Large-scale probabilistic predictors with and without guarantees of validity V. Vovk Ivan Petej Valentina Fedorova 49 43 0 01 Nov 2015
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 190 1,109 0 11 Dec 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 165 6,632 0 22 Dec 2012
Venn-Abers predictors V. Vovk Ivan Petej 72 80 0 31 Oct 2012
Conditional validity of inductive conformal predictors V. Vovk 233 418 0 12 Sep 2012