65 citations · 65 across the 2 of their papers we have counts for
2 papers
physics.chem-ph2023
Investigating the Behavior of Diffusion Models for Accelerating Electronic Structure Calculations
Daniel Rothchild, Andrew S. Rosen, Eric Taw +3
We present an investigation into diffusion models for molecular generation, with the aim of better understanding how their predictions compare to the results of physics-based calcu…
cs.LG2020★ 65 cited
FetchSGD: Communication-Efficient Federated Learning with Sketching
Daniel Rothchild, Ashwinee Panda, Enayat Ullah +5
Existing approaches to federated learning suffer from a communication bottleneck as well as convergence issues due to sparse client participation. In this paper we introduce a nove…