Algorithms
Video
Hypergradient descent and Universal Probabilistic Programming
Online Learning Rate Adaptation with Hypergradient Descent: We introduce a general method for improving the convergence rate of gradient-based optimizers that is easy to implement and works well in practice. We demonstrate the effectiveness of…
Video
EzPC (Easy Secure Multi-party Computation)
Secure Multi-Party Computation (MPC) is a powerful cryptographic tool that allows multiple entities to execute protocols in order to compute functions on their private data without sharing their data in the clear with each other.…
Publication