Jul 6 – 8, 2021
Europe/Zurich timezone

Introduction to Anomaly Detection Challenge

Jul 7, 2021, 8:40 PM
20m

Speaker

Katya Govorkova (CERN)

Description

The data challenge is "anomaly detection @ 40 MHz" for which the biggest concern
is to fit an algorithm in the tight constraints, which are presented in the talk.
Considering as a benchmark an inclusive data stream, which has been pre-filtered
by requiring the presence of one lepton, we discuss different possible strategies
to detect new physics events as anomalies. The main goal of the challenge is to
then seek for new ideas on how to do anomaly detection.

Primary authors

Ema Puljak (Rudjer Boskovic Institute (HR)) Jennifer Ngadiuba (FNAL) Katya Govorkova (CERN) Thea Aarrestad (CERN) Maurizio Pierini (CERN)

Presentation materials