Researcher at Inria
Invited Talks and Seminars
2024
- 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.
2023
- 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)
2022
- 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)
2021
- Easy, Accurate, and Fast Complex Analytics on Big Data Series Collections: Similarity Search and Subsequence Anomaly Detection, Seminar at DEWA R&D (May 2021)