PAC-Wrap: Semi-Supervised PAC Anomaly Detection

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PAC-Wrap: Semi-Supervised PAC Anomaly Detection

Knowledge Discovery and Data Mining (KDD), 2022

22 May 2022

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Papers citing "PAC-Wrap: Semi-Supervised PAC Anomaly Detection"

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Title
An Encode-then-Decompose Approach to Unsupervised Time Series Anomaly Detection on Contaminated Training Data--Extended Version Buang Zhang Tung Kieu Xiangfei Qiu Chenjuan Guo Jilin Hu Aoying Zhou Christian S. Jensen Bin Yang AI4TS 88 0 0 21 Oct 2025
Statistical Methods in Generative AI Edgar Dobriban 261 3 0 08 Sep 2025
Conformal Information Pursuit for Interactively Guiding Large Language Models Kwan Ho Ryan Chan Yuyan Ge Edgar Dobriban Hamed Hassani René Vidal 147 2 0 04 Jul 2025
Probabilistic Stability Guarantees for Feature Attributions Helen Jin Anton Xue Weiqiu You Surbhi Goel Eric Wong 372 6 0 18 Apr 2025
Conformal Structured PredictionInternational Conference on Learning Representations (ICLR), 2024 Botong Zhang Shuo Li Osbert Bastani 312 2 0 08 Oct 2024
SymmPI: Predictive Inference for Data with Group Symmetries Guang Cheng Mengxin Yu 347 8 0 26 Dec 2023
Unsupervised Anomaly Detection with RejectionNeural Information Processing Systems (NeurIPS), 2023 Lorenzo Perini Jesse Davis 188 10 0 22 May 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct QueriesJournal of machine learning research (JMLR), 2022 Matteo Sesia Stefano Favaro Guang Cheng 223 13 0 09 Nov 2022