New Methods and Datasets for Group Anomaly Detection From Fundamental
Physics

New Methods and Datasets for Group Anomaly Detection From Fundamental Physics

6 July 2021

Gregor Kasieczka

Benjamin Nachman

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Papers citing "New Methods and Datasets for Group Anomaly Detection From Fundamental Physics"

15 / 15 papers shown

Title
TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches Ivan Oleksiyuk Svyatoslav Voloshynovskiy Tobias Golling DiffM 94 0 0 06 Mar 2025
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider T. Aarrestad M. Beekveld M. Bona A. Boveia S. Caron ... M. White E. Wulff E. Wallin K. Wozniak Z. Zhang 78 83 0 28 May 2021
Perfect density models cannot guarantee anomaly detection Charline Le Lan Laurent Dinh 81 50 0 07 Dec 2020
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features R. Schirrmeister Yuxuan Zhou T. Ball Dan Zhang UQCV 79 88 0 18 Jun 2020
Anomaly Detection with Density Estimation Benjamin Nachman David Shih 66 219 0 14 Jan 2020
Input complexity and out-of-distribution detection with likelihood-based generative models Joan Serrà David Álvarez Vicencc Gómez Olga Slizovskaia José F. Núñez Jordi Luque OODD 157 277 0 25 Sep 2019
Likelihood Ratios for Out-of-Distribution Detection Jie Jessie Ren Peter J. Liu Emily Fertig Jasper Snoek Ryan Poplin M. DePristo Joshua V. Dillon Balaji Lakshminarayanan OODD 209 728 0 07 Jun 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 172 1,495 0 10 Jan 2019
Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives Abhishek Divekar Meet Parekh Vaibhav Savla Rudra Mishra M. Shirole 36 134 0 13 Nov 2018
Classification without labels: Learning from mixed samples in high energy physics E. Metodiev Benjamin Nachman Jesse Thaler CML 76 206 0 09 Aug 2017
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 220 1,360 0 19 May 2017
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 322 4,197 0 21 May 2015
GLAD: Group Anomaly Detection in Social Media Analysis- Extended Abstract Qi Rose Yu Xinran He Yan Liu 72 134 0 07 Oct 2014
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising Gilles Blanchard Marek Flaska G. Handy Sara Pozzi Clayton Scott NoLa 111 244 0 05 Mar 2013
One-Class Support Measure Machines for Group Anomaly Detection Krikamol Muandet Bernhard Schölkopf 96 80 0 01 Mar 2013