2 papers
cs.LG2026
Separating Geometry from Probability in the Analysis of Generalization
Maxim Raginsky, Benjamin Recht
The goal of machine learning is to find models that minimize prediction error on data that has not yet been seen. Its operational paradigm assumes access to a dataset and artic…
math.OC2024
Some Remarks on Controllability of the Liouville Equation
Maxim Raginsky
We revisit the work of Roger Brockett on controllability of the Liouville equation, with a particular focus on the following problem: Given a smooth controlled dynamical system of…