Anomaly Detection: State-of-the-Art
Talk, LHCP 2024, Boston, USA
More information here In this invited talk I summarize the state-of-the-art strategies to search for new physics at the LHC using anomaly detection ideas.
Talks and presentations
Using Generative AI To Enable Complex Physics Discovery at CERN
Talk, GTC 2024, California, USA
More information here In this talk I introduce many of the innovations developed in collider physics using generative models for fast detector simulation.
Anomaly detection
Talk, Prospecting for New Physics through Flavor, Dark Matter, and Machine Learning, Aspen CO, USA
Collider Physics Innovations Powered by Machine Learning.
Talk, NeurIPS 2022, New Orleans, USA
Score-based Generative Models for Calorimeter Shower Simulation
Talk, Rutgers University, New Jersey, USA
ATLAS ML training program
Tutorial, Lawrence Berkeley National Laboratory, Berkeley CA, USA
Multi-differential Jet Substructure Measurement in High Q2 Deep-Inelastic Scattering with the H1 Detector.
Talk, DIS2022, Santiago de Compostela, Spain
Online-compatible unsupervised nonresonant anomaly detection.
Talk, Learning to Discover, Orsay, France
Quark-gluon discrimination with point clouds
Talk, ML4Jets, New York, USA