Recent & Upcoming Talks

2024

Operational, Uncertainty-Aware, and Reliable Anomaly Detection

28 Mar 2024, 14:30 Leuven, Belgium

2023

Unsupervised Anomaly Detection with Rejection @ NeurIPS23

14 Dec 2023, 17:45 New Orleans, Louisiana

Learning from Positive and Unlabeled Multi-Instance Bags in Anomaly Detection @ KDD23

08 Aug 2023, 11:20 Los Angeles, California

Estimating the Contamination Factor’s Distribution in Unsupervised Anomaly Detection @ ICML23

26 Jul 2023, 17:00 Honolulu, Hawaii

How to Allocate your Label Budget? Choosing between Active Learning and Learning to Reject in Anomaly Detection @ AAAI23

13 Feb 2023, 13:30 Washington DC, USA

2022

Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity @ AAAI22

25 Feb 2022, 18:00 Online

2021

Quantifying the Confidence of Anomaly Detectors in Their Example-Wise Predictions @ Polito

01 Mar 2021, 17:30 — 18:30 CET Online Talk via Teams

Class Prior Estimation in Active Positive and Unlabeled Learning @ IJCAI20

14 Jan 2021, 18:10 Online

2020

A Ranking Stability Measure for Quantifying the Robustness of Anomaly Detection Methods @ ECML20

16 Sep 2020, 11:30 Online

Quantifying the Confidence of Anomaly Detectors in Their Example-Wise Predictions @ ECML20

16 Sep 2020, 11:00 Online