{"total":18,"rows":[{"id":"2112.03769","title":"Machine Learning in the Search for New Fundamental Physics","created":"2021-12-07","cited_by_count":50,"area":null},{"id":"2105.14027","title":"The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider","created":"2021-05-28","cited_by_count":29,"area":null},{"id":"2104.08291","title":"Better Latent Spaces for Better Autoencoders","created":"2021-04-16","cited_by_count":21,"area":null},{"id":"2301.10780","title":"Quantum anomaly detection in the latent space of proton collision events at the LHC","created":"2023-01-25","cited_by_count":21,"area":null},{"id":"2103.06595","title":"Bump Hunting in Latent Space","created":"2021-03-11","cited_by_count":19,"area":null},{"id":"2312.09597","title":"Deep Generative Models for Detector Signature Simulation: A Taxonomic Review","created":"2023-12-15","cited_by_count":18,"area":null},{"id":"2104.04543","title":"Understanding Event-Generation Networks via Uncertainties","created":"2021-04-09","cited_by_count":17,"area":null},{"id":"2110.06948","title":"Challenges for Unsupervised Anomaly Detection in Particle Physics","created":"2021-10-13","cited_by_count":16,"area":null},{"id":"2111.06417","title":"Online-compatible Unsupervised Non-resonant Anomaly Detection","created":"2021-11-11","cited_by_count":15,"area":null},{"id":"2104.02092","title":"Comparing Weak- and Unsupervised Methods for Resonant Anomaly Detection","created":"2021-04-05","cited_by_count":13,"area":null},{"id":"2209.07559","title":"Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning","created":"2022-09-15","cited_by_count":10,"area":null},{"id":"2301.10787","title":"Unravelling physics beyond the standard model with classical and quantum anomaly detection","created":"2023-01-25","cited_by_count":9,"area":null},{"id":"2210.11489","title":"Machine-Learning Compression for Particle Physics Discoveries","created":"2022-10-20","cited_by_count":3,"area":null},{"id":"2502.10163","title":"Enhancing anomaly detection with topology-aware autoencoders","created":"2025-02-14","cited_by_count":3,"area":null},{"id":"2605.31103","title":"Model-Agnostic Signal Discovery with Machine Learning: Bridging the Gap Between Theory and Practice","created":"2026-05-29","cited_by_count":3,"area":null},{"id":"2510.21935","title":"AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing","created":"2025-10-24","cited_by_count":2,"area":null},{"id":"2503.04342","title":"TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches","created":"2025-03-06","cited_by_count":0,"area":null},{"id":"2504.11520","title":"Strengthening Anomaly Awareness","created":"2025-04-15","cited_by_count":0,"area":null}],"next_cursor":null}