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Anomaly Detection by Robust Statistics

31 July 2017

Papers citing "Anomaly Detection by Robust Statistics"

22 / 22 papers shown

Title
An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework Jihan Ghanim M. Awad AI4TS 126 2 0 03 Jan 2025
Fairness at Every Intersection: Uncovering and Mitigating Intersectional Biases in Multimodal Clinical Predictions Resmi Ramachandranpillai Kishore Sampath Ayaazuddin Mohammad Malihe Alikhani 69 2 0 30 Nov 2024
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties Xiayan Ji Anton Xue Eric Wong O. Sokolsky Insup Lee 71 1 0 31 Oct 2024
Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control Muhammad Aqeel Shakiba Sharifi Marco Cristani Francesco Setti 84 1 0 21 Aug 2024
Data Readiness for AI: A 360-Degree Survey Kaveen Hiniduma Suren Byna J. L. Bez 74 8 0 08 Apr 2024
Abnormal component analysis Romain Valla Pavlo Mozharovskyi Florence dÁlché-Buc 88 0 0 26 Dec 2023
Fast kernel half-space depth for data with non-convex supports Arturo Castellanos Pavlo Mozharovskyi Florence dÁlché-Buc Hicham Janati MDE 44 0 0 21 Dec 2023
Meta-survey on outlier and anomaly detection Madalina Olteanu Fabrice Rossi Florian Yger AI4TS 28 16 0 12 Dec 2023
Robust Backdoor Detection for Deep Learning via Topological Evolution Dynamics Xiaoxing Mo Yechao Zhang Leo Yu Zhang Wei Luo Nan Sun Shengshan Hu Shang Gao Yang Xiang AAML 71 19 0 05 Dec 2023
Time-Uniform Confidence Spheres for Means of Random Vectors Ben Chugg Hongjian Wang Aaditya Ramdas 203 5 0 14 Nov 2023
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning Pratyush Maini Sachin Goyal Zachary Chase Lipton J. Zico Kolter Aditi Raghunathan VLM 83 35 0 06 Jul 2023
Interruptions detection in video conferences Samuel Horowitz Dima Kagan G. Alpert Michael Fire 73 0 0 25 Feb 2023
Challenges in anomaly and change point detection Madalina Olteanu Fabrice Rossi Florian Yger 59 0 0 27 Dec 2022
Quantification of geogrid lateral restraint using transparent sand and deep learning-based image segmentation D. Marx Krishna Kumar J. Zornberg 33 2 0 06 Dec 2022
Beyond Mahalanobis-Based Scores for Textual OOD Detection Pierre Colombo Eduardo Dadalto Camara Gomes Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 105 5 0 24 Nov 2022
Identifying a Training-Set Attack's Target Using Renormalized Influence Estimation Zayd Hammoudeh Daniel Lowd TDI 110 29 0 25 Jan 2022
Functional Anomaly Detection: a Benchmark Study Guillaume Staerman E. Adjakossa Pavlo Mozharovskyi V. Hofer J. Gupta Stephan Clémençon 381 18 0 13 Jan 2022
Time Series Anomaly Detection with label-free Model Selection Deokwoo Jung Nandini Ramanan Mehrnaz Amjadi Sankeerth Rao Karingula Jake Taylor C. Coelho AI4TS 25 1 0 11 Jun 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 582 17 0 23 Mar 2021
Data-Driven Protection Levels for Camera and 3D Map-based Safe Urban Localization Shubh Gupta Grace Gao 69 5 0 16 Jan 2021
When OT meets MoM: Robust estimation of Wasserstein Distance Guillaume Staerman Pierre Laforgue Pavlo Mozharovskyi Florence dÁlché-Buc OOD 444 30 0 18 Jun 2020
Robust Monitoring of Time Series with Application to Fraud Detection P. Rousseeuw D. Perrotta M. Riani Mia Hubert AI4TS 21 32 0 28 Aug 2017