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Adaptive Conformal Prediction by Reweighting Nonconformity Score
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Adaptive Conformal Prediction by Reweighting Nonconformity Score

Salim I. Amoukou
Nicolas Brunel
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Papers citing "Adaptive Conformal Prediction by Reweighting Nonconformity Score"

12 / 12 papers shown
Title
CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization
CP2^2: Leveraging Geometry for Conformal Prediction via Canonicalization
P. A. V. D. Linden
Alexander Timans
Erik J. Bekkers
15
0
0
19 Jun 2025
Rectifying Conformity Scores for Better Conditional Coverage
Vincent Plassier
Alexander Fishkov
Victor Dheur
Mohsen Guizani
Souhaib Ben Taieb
Maxim Panov
Eric Moulines
133
2
0
22 Feb 2025
Wasserstein-regularized Conformal Prediction under General Distribution Shift
Wasserstein-regularized Conformal Prediction under General Distribution Shift
Rui Xu
Chao Chen
Yue Sun
Parvathinathan Venkitasubramaniam
Sihong Xie
120
1
0
23 Jan 2025
Sequential Harmful Shift Detection Without Labels
Sequential Harmful Shift Detection Without Labels
Salim I. Amoukou
Tom Bewley
Saumitra Mishra
Freddy Lecue
Daniele Magazzeni
Manuela Veloso
123
2
0
17 Dec 2024
Conformal Risk Minimization with Variance Reduction
Conformal Risk Minimization with Variance Reduction
Sima Noorani
Orlando Romero
Nicolò Dal Fabbro
Hamed Hassani
George Pappas
253
3
0
03 Nov 2024
Length Optimization in Conformal Prediction
Length Optimization in Conformal Prediction
Shayan Kiyani
George Pappas
Hamed Hassani
113
17
0
27 Jun 2024
Automatically Adaptive Conformal Risk Control
Automatically Adaptive Conformal Risk Control
Vincent Blot
Anastasios Nikolas Angelopoulos
Michael I Jordan
Nicolas Brunel
AI4CE
445
3
0
25 Jun 2024
Conformal time series decomposition with component-wise exchangeability
Conformal time series decomposition with component-wise exchangeability
Derck W. E. Prinzhorn
Thijmen Nijdam
Putri A. van der Linden
Alexander Timans
200
3
0
24 Jun 2024
Conformal Prediction with Learned Features
Conformal Prediction with Learned Features
Shayan Kiyani
George Pappas
Hamed Hassani
80
11
0
26 Apr 2024
Regression Trees for Fast and Adaptive Prediction Intervals
Regression Trees for Fast and Adaptive Prediction Intervals
Luben M. C. Cabezas
Mateus P. Otto
Rafael Izbicki
R. Stern
105
4
0
12 Feb 2024
Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data
Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data
Kevin Kasa
Graham W. Taylor
94
4
0
03 Jul 2023
Adaptive Conformal Regression with Jackknife+ Rescaled Scores
Adaptive Conformal Regression with Jackknife+ Rescaled Scores
N. Deutschmann
Mattia Rigotti
María Rodríguez Martínez
74
10
0
31 May 2023