3 citations · 3 across the 2 of their papers we have counts for
4 papers
Gradient-flow SDEs have unique transient population dynamics
Vincent Guan, Joseph Janssen, Nicolas Lanzetti +3
Identifying the drift and diffusion of an SDE from its population dynamics is a notoriously challenging task. Researchers in machine learning and single-cell biology have only been…
The Alternating Descent Conditional Gradient Method for Sparse Inverse Problems
Nicholas Boyd, Geoffrey Schiebinger, Benjamin Recht
We propose a variant of the classical conditional gradient method for sparse inverse problems with differentiable measurement models. Such models arise in many practical problems i…
Superresolution without Separation
Geoffrey Schiebinger, Elina Robeva, Benjamin Recht
This paper provides a theoretical analysis of diffraction-limited superresolution, demonstrating that arbitrarily close point sources can be resolved in ideal situations. Precisely…
Sharp Inequalities for -divergences
Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger
-divergences are a general class of divergences between probability measures which include as special cases many commonly used divergences in probability, mathematical statistic…