Invited Talks and Seminars

An introduction to Time series anomaly detection (a data-driven perspective), Invited speaker for SIDOS at EGC 2025. More Info, Slides.

Time Series Anomaly Detection: Overview and New Trends, Keynote for ML4Jets International Conference (November 2024). More Info, Slides, Video.
Anomaly Detection in Time Seires, keynote for AALTD workshop at ECML / PKDD 2024 (September 2024). More info, Slides.

Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification, Invited talk for GDR CNRS MaDICS Symposium (May 2023)
Detection of Anomalies and Identification of their Precursors in Large Data Series Collections, Invited talk for GDR CNRS MaDICS Symposium (May 2023)
From Anomaly Detection to Precursors Discovery in Time Series, MLMDA Seminar at ENS Paris Saclay, Centre Borelli (January 2023)

Unsupervised Subsequences Anomaly Detection and Precursors Identification for Very Large Time Series, Seminar at VALDA team, INRIA (November 2022)
Automated Anomaly Detection for Very Large Time Series, Invited talk for Forum ORAP : Le PEPR Numpex « Numérique pour l’Exascale » (November 2022)
Detection of Anomalies and Identification of their Precursors in Large Data Series Collections, Seminar at CEDAR team, INRIA, (November 2022)
Unsupervised Detection of Abnormal Subsequences in the Context of Large Data Series Collections, Seminar at BD team, LIP6 (September 2022)
Abnormal Subsequence Detection for Large Collections of Time Series, Seminar at ZENITH team, INRIA (September 2022)
Anomalies Detection and Prediction for Very Large Data Series, Invited talk for INFORSID PhD prize (May 2022)

Easy, Accurate, and Fast Complex Analytics on Big Data Series Collections: Similarity Search and Subsequence Anomaly Detection, Seminar at DEWA R&D (May 2021)