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Derandomized Novelty Detection with FDR Control via Conformal E-values
v1v2v3 (latest)

Derandomized Novelty Detection with FDR Control via Conformal E-values

Neural Information Processing Systems (NeurIPS), 2023
14 February 2023
Meshi Bashari
Amir Epstein
Yaniv Romano
Matteo Sesia
ArXiv (abs)PDFHTML

Papers citing "Derandomized Novelty Detection with FDR Control via Conformal E-values"

9 / 9 papers shown
On the Adversarial Robustness of Learning-based Conformal Novelty Detection
On the Adversarial Robustness of Learning-based Conformal Novelty Detection
Daofu Zhang
Mehrdad Pournaderi
Hanne M. Clifford
Yu Xiang
Pramod K. Varshney
AAML
98
1
0
01 Oct 2025
A Conditional Distribution Equality Testing Framework using Deep Generative Learning
A Conditional Distribution Equality Testing Framework using Deep Generative Learning
Siming Zheng
Meifang Lan
Tong Wang
Yuanyuan Lin
227
0
0
22 Sep 2025
Handling Out-of-Distribution Data: A Survey
Handling Out-of-Distribution Data: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025
L. Tamang
Mohamed Reda Bouadjenek
Richard Dazeley
S. Aryal
OODOODD
282
4
0
25 Jul 2025
Conformalized Interval Arithmetic with Symmetric Calibration
Conformalized Interval Arithmetic with Symmetric CalibrationAAAI Conference on Artificial Intelligence (AAAI), 2024
Rui Luo
Zhixin Zhou
648
10
0
03 Jan 2025
Semi-Supervised Risk Control via Prediction-Powered Inference
Semi-Supervised Risk Control via Prediction-Powered InferenceIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Bat-Sheva Einbinder
Liran Ringel
Yaniv Romano
369
8
0
15 Dec 2024
Data-light Uncertainty Set Merging with Admissibility
Data-light Uncertainty Set Merging with Admissibility
Shenghao Qin
Jianliang He
Bowen Gang
Bowen Gang
Yin Xia
351
0
0
16 Oct 2024
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
Ying Jin
Zhimei Ren
763
13
0
06 Mar 2024
Transductive conformal inference with adaptive scores
Transductive conformal inference with adaptive scoresInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Ulysse Gazin
Gilles Blanchard
Étienne Roquain
237
16
0
27 Oct 2023
Adaptive conformal classification with noisy labels
Adaptive conformal classification with noisy labels
Matteo Sesia
Y. X. R. Wang
Xin Tong
482
18
0
10 Sep 2023
1