Mustapha Bounoua

Eurecom, Ampere Software Technology Sophia-Antipolis, France.

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I am a PhD candidate in the department of Data Science at Eurecom and Ampere Software Technology. I am supervised by Prof Pietro Michiardi and Christophe Beaugeant. I graduated from Paris Descartes University with a Master degree in Computer science and I’m previously a graduate of a double degree in computer science at the higher school of computer science. I worked as a data scientist at Orange and completed several internships in Machine learning at Huawei, Opta-LP and Gen-42.

Research Interests: I have broad research interests in machine learning. Specifically, my research interests lie in:

Deep generative models. Multimodal Learning. Representation learning.

news

May 1, 2025 Our paper Learning to Match Unpaired Data with Minimum Entropy Coupling has been accepted at ICML 2025 !
Mar 11, 2025 Check out our new paper Learning to Match Unpaired Data with Minimum Entropy Coupling
May 2, 2024 Our paper SΩI: Score-based O-INFORMATION Estimation has been accepted at ICML 2024 as oral presentation (Top 1.5%)
Apr 5, 2024 Our paper Multi-modal Latent Diffusion has been accepted at Entropy’s special issue on Deep Generative Modeling: Theory and Applications, 2024 !
Feb 9, 2024 Check out our new paper SΩI: Score-based O-INFORMATION Estimation