Skip to content
View sylvaincom's full-sized avatar
👋
Check out my website!
👋
Check out my website!
27 followers · 102 following

Achievements

Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark
BetaSend feedback

Achievements

Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark
BetaSend feedback
Block or Report

Block or report sylvaincom

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
sylvaincom/README.md

Hi there, I'm Sylvain W. Combettes 👋

Since February 2024, I have been a postdoctoral researcher at the Centre Borelli research lab from Ecole Normale Supérieure Paris-Saclay, under the supervision of Laurent Oudre. I am working on the BrevetAI project from SaclAI School (DATAIA Institute), a "learning-by-doing" pedagogical platform for AI acculturation.

Previously, I was a PhD student, also at the Centre Borelli, where I worked on machine learning applied to time series, under the supervision of Laurent Oudre and Charles Truong. More precisely, my research focused on symbolic representation for time series, as well as distance measures on them. I successfully defended my PhD on January 8th, 2024.

My website: https://sylvaincom.github.io/

Pinned

  1. astride astride Public

    [Preprint] Python implementation of "ASTRIDE: Adaptive Symbolization for Time Series Databases"

    Jupyter Notebook 12 3

  2. d-symb d-symb Public

    [ICDMW 2023] Python implementation of d_{symb}: "An Interpretable Distance Measure for Multivariate Non-Stationary Physiological Signals"

    Jupyter Notebook 4

  3. boniolp/dsymb-playground boniolp/dsymb-playground Public

    [ICDE 2024] Python and Streamlit implementation of "d_{symb} playground: an interactive tool to explore large multivariate time series datasets"

    Python 7

  4. aeon-toolkit/aeon aeon-toolkit/aeon Public

    A toolkit for conducting machine learning tasks with time series data

    Python 804 81

  5. medgan-tips medgan-tips Public

    [Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.

    Jupyter Notebook 18 3

  6. comparison-distributions comparison-distributions Public

    [Python] Comparison of empirical probability distributions. Integral probability metrics (e.g. Kantorovich metric). f-divergences (e.g. Kullback-Leibler). Application to the Choquet integral.

    Jupyter Notebook 8