Giulia Fanti

BaNEL: Exploration Posteriors for Generative Modeling Using Only Negative Rewards

A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding

Private Evolution Converges

Truncated Consistency Models

Pacmann: Efficient Private Approximate Nearest Neighbor Search

Characterizing the Training Dynamics of Private Fine-tuning with Langevin Diffusion

Private Federated Learning using Preference-Optimized Synthetic Data