71 citations · 71 across the 1 of their papers we have counts for
3 papers
math.OC2020
Continuous-time Lower Bounds for Gradient-based Algorithms
Michael Muehlebach, Michael I. Jordan
This article derives lower bounds on the convergence rate of continuous-time gradient-based optimization algorithms. The algorithms are subjected to a time-normalization constraint…
eess.SY2019
The Silver Ratio and its Relation to Controllability
Michael Muehlebach
This note investigates the controllability of two unstable second-order systems that are coupled through a common input. These dynamics occur for different types of inverted-pendul…
physics.comp-ph2019★ 71 cited
Physics-informed Autoencoders for Lyapunov-stable Fluid Flow Prediction
N. Benjamin Erichson, Michael Muehlebach, Michael W. Mahoney
In addition to providing high-profile successes in computer vision and natural language processing, neural networks also provide an emerging set of techniques for scientific proble…