1. BOUNOUA Mustapha
  2. BOUNOUA Mustapha
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BOUNOUA Mustapha

Conference

Galeano Munoz, Simon Pedro; Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro; Filippone, Maurizio

TENDE: Transfer entropy neural diffusion estimation

AISTATS 2026, 29th Annual Conference on Artificial Intelligence and Statistics, 2-5 May 2026, Tangier, Morocco
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Conference

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Learning to match unpaired data with minimum entropy coupling

ICML 2025, 42nd International Conference on Machine Learning, 13-19 July 2025, Vancouver, Canada
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Thesis

Bounoua, Mustapha

Harnessing multimodality: Diffusion based generative modeling and information estimation

Thesis
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Conference

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

SOI: Score-based O-INFORMATION Estimation

ICML 2024, 41st International Conference on Machine Learning, 21-27 July 2024, Vienna, Austria, PMLR 235:4444-4471, 2024
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Poster / Demo

Franzese, Giulio; Bounoua, Mustapha; Michiardi, Pietro

MINDE: Mutual information neural diffusion estimation

ICLR 2024, 12th International Conference on Learning Representations, 7-11 May 2024, Vienne, Autriche
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Journal

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Multi-modal latent diffusion

Entropy 2024, Vol. 26, N°4

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Conference

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Masked multi-time diffusion for multi-modal generative modeling

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
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Poster / Demo

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Masked multi-time diffusion for multi-modal generative modeling

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
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