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Exchangeability, Conformal Prediction, and Rank Tests
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Exchangeability, Conformal Prediction, and Rank Tests

Arun K. Kuchibhotla
ArXiv (abs)PDFHTML

Papers citing "Exchangeability, Conformal Prediction, and Rank Tests"

31 / 31 papers shown
Title
Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces
Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces
Gábor Lugosi
Marcos Matabuena
45
0
0
21 Jul 2025
Test-time augmentation improves efficiency in conformal prediction
Test-time augmentation improves efficiency in conformal prediction
Divya Shanmugam
H. Lu
Swami Sankaranarayanan
John Guttag
351
1
0
28 May 2025
Minimum Volume Conformal Sets for Multivariate Regression
Minimum Volume Conformal Sets for Multivariate Regression
Sacha Braun
Liviu Aolaritei
Michael I. Jordan
Francis Bach
193
8
0
24 Mar 2025
Improving the statistical efficiency of cross-conformal prediction
Improving the statistical efficiency of cross-conformal prediction
Matteo Gasparin
Aaditya Ramdas
510
0
0
03 Mar 2025
Semiparametric conformal prediction
Semiparametric conformal prediction
Ji Won Park
Robert Tibshirani
Kyunghyun Cho
500
6
0
04 Nov 2024
Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image Classification
Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image Classification
Kangdao Liu
Tianhao Sun
Hao Zeng
Yongshan Zhang
Chi-Man Pun
Chi-Man Vong
EDL
120
6
0
02 Sep 2024
Uncertainty quantification for intervals
Uncertainty quantification for intervals
Carlos García-Meixide
Michael R. Kosorok
Marcos Matabuena
CML
145
0
0
29 Aug 2024
Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference
Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference
Hengrui Cai
Huaqing Jin
Lexin Li
110
1
0
02 Aug 2024
Uncertainty quantification in metric spaces
Uncertainty quantification in metric spaces
Gábor Lugosi
Marcos Matabuena
172
9
0
08 May 2024
An Information Theoretic Perspective on Conformal Prediction
An Information Theoretic Perspective on Conformal Prediction
Alvaro H.C. Correia
F. V. Massoli
Christos Louizos
Arash Behboodi
126
10
0
03 May 2024
Provably Robust Conformal Prediction with Improved Efficiency
Provably Robust Conformal Prediction with Improved Efficiency
Ge Yan
Yaniv Romano
Tsui-Wei Weng
300
19
0
30 Apr 2024
Approximating invariant functions with the sorting trick is theoretically justified
Approximating invariant functions with the sorting trick is theoretically justified
Wee Chaimanowong
Ying Zhu
157
0
0
04 Mar 2024
Conformal Predictive Programming for Chance Constrained Optimization
Conformal Predictive Programming for Chance Constrained Optimization
Yiqi Zhao
Xinyi Yu
Matteo Sesia
Lars Lindemann
Lars Lindemann
275
6
0
12 Feb 2024
Cross-Validation Conformal Risk Control
Cross-Validation Conformal Risk Control
K. Cohen
Sangwoo Park
Osvaldo Simeone
S. Shamai
123
7
0
22 Jan 2024
SymmPI: Predictive Inference for Data with Group Symmetries
SymmPI: Predictive Inference for Data with Group Symmetries
Guang Cheng
Mengxin Yu
177
6
0
26 Dec 2023
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
Seohyeon Cha
Honggu Kang
Joonhyuk Kang
160
4
0
17 Oct 2023
A Comprehensive Framework for Evaluating Time to Event Predictions using the Restricted Mean Survival Time
A Comprehensive Framework for Evaluating Time to Event Predictions using the Restricted Mean Survival Time
Ariane Cwiling
Vittorio Perduca
Olivier Bouaziz
92
7
0
28 Jun 2023
On the Validity of Conformal Prediction for Network Data Under Non-Uniform Sampling
On the Validity of Conformal Prediction for Network Data Under Non-Uniform Sampling
Robert Lunde
213
5
0
12 Jun 2023
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
Jiechen Chen
Sangwoo Park
Osvaldo Simeone
184
8
0
18 May 2023
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning
Sangwoo Park
Osvaldo Simeone
112
13
0
06 Apr 2023
Conformal Prediction for Network-Assisted Regression
Conformal Prediction for Network-Assisted Regression
Robert Lunde
Elizaveta Levina
Ji Zhu
172
17
0
20 Feb 2023
Loss-Controlling Calibration for Predictive Models
Loss-Controlling Calibration for Predictive Models
Di Wang
Junzhi Shi
Pingping Wang
Shuo Zhuang
Hongyue Li
144
0
0
11 Jan 2023
Exact and Approximate Conformal Inference for Multi-Output Regression
Exact and Approximate Conformal Inference for Multi-Output Regression
Chancellor Johnstone
Eugene Ndiaye
126
1
0
31 Oct 2022
A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting
A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting
Martim Sousa
Ana Maria Tomé
José Manuel Moreira
AI4TS
266
2
0
28 Jul 2022
Improved conformalized quantile regression
Improved conformalized quantile regression
Martim Sousa
Ana Maria Tomé
José Manuel Moreira
291
7
0
06 Jul 2022
Probabilistic Conformal Prediction Using Conditional Random Samples
Probabilistic Conformal Prediction Using Conditional Random Samples
Zhendong Wang
Ruijiang Gao
Mingzhang Yin
Mingyuan Zhou
David M. Blei
TPM
163
29
0
14 Jun 2022
A simple and flexible test of sample exchangeability with applications to statistical genomics
A simple and flexible test of sample exchangeability with applications to statistical genomics
Alan J. Aw
J. Spence
Yun S. Song
103
1
0
30 Sep 2021
Anomalous Edge Detection in Edge Exchangeable Social Network Models
Anomalous Edge Detection in Edge Exchangeable Social Network Models
Rui Luo
Buddhika Nettasinghe
Vikram Krishnamurthy
243
20
0
27 Sep 2021
Conformal Uncertainty Sets for Robust Optimization
Conformal Uncertainty Sets for Robust Optimization
Chancellor Johnstone
Bruce A. Cox
240
38
0
31 May 2021
Testing for Outliers with Conformal p-values
Testing for Outliers with Conformal p-values
Stephen Bates
Emmanuel Candès
Lihua Lei
Yaniv Romano
Matteo Sesia
238
161
0
16 Apr 2021
Inference for high-dimensional exchangeable arrays
Inference for high-dimensional exchangeable arrays
Harold D. Chiang
Kengo Kato
Yuya Sasaki
222
14
0
10 Sep 2020

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