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

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
Jan 16, 2024 Our paper MINDE: Mutual Information Neural Diffusion Estimation has been accepted at ICLR 2024 !