Michael N. Arbel
I am a Research Scientist (Chargé de recherche) at INRIA Grenoble - Rhône-Alpes, THOTH team. Before that, I was a Starting Research Fellow at the same team working with Julien Mairal. I completed my Ph.D. in 2021 at the Gatsby Computational Neuroscience Unit of University College London under the supervision of Arthur Gretton. Even before that, I graduated from Ecole polytechnique with a focus in Applied Mathematics and obtained a Masters Degree in Mathematics, Machine Learning and Computer Vision (MVA) from ENS Paris-Saclay. I also worked as a Computer Vision Engineer at Prophesee where I developed tracking algorithms based on signals from neuromorophic cameras.
My research interests include Unsupervised Representation Learning, Non-convex optimization for Machine Learning and High Dimensional Sampling. I find problems arising from natural sciences and physics to be a great source of inspiration and a good way to find a balance between theory and practice.
News
Oct 2022 | Glad to start a new position as a Research scientist at INRIA Grenoble! |
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Aug 2021 | Code released for Annealed Flow Transport Monte Carlo. |
Jul 2021 | Long presentation at ICML2021 |
Apr 2021 | poster presentation at ICLR2021. |
Apr 2021 | Joined THOTH team at INRIA Grenoble-Alpes as a Starting Research Fellow! |
Mar 2021 | Successfully defended my Ph.D. thesis! |
Activities
2021 - Now | Organizing the THOTH seminar series |
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2017 - 2019 | Organized the CSML weekly seminars |
2017 - 2017 | Teaching Assistant: Advanced Topics in Machine Learning |
2017 - 2017 | Teaching Assistant: Probabilistic and Unsupervised Learning |