Alain Durmus

A new approach to image representation with differential privacy through captioning.

Investigating noise effects on training deep neural networks and privacy.

This study examines variational inference using fixed-variance Gaussian mixtures.

Addressing the challenges of data quality in group learning environments.

A look into the DLPM framework for data modeling and noise reduction.