no code implementations • 13 Dec 2023 • Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen
Safeguarding privacy in sensitive training data is paramount, particularly in the context of generative modeling.
no code implementations • 20 Jul 2023 • Piotr Tarasiewicz, Sultan Kenjeyev, Ilana Sebag, Shehab Alshehabi
The recent emergence of deep learning methods has enabled the research community to achieve state-of-the art results in several domains including natural language processing.
no code implementations • 20 Jul 2023 • Ilana Sebag, samuel cohen, Marc Peter Deisenroth
One of the key approaches to IL is to define a distance between agent and expert and to find an agent policy that minimizes that distance.