Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein spaceAnnual Conference Computational Learning Theory (COLT), 2023 |
Scaling Laws in Jet ClassificationSciPost Physics Core (SPC), 2023 |
Linear Optimal Partial Transport EmbeddingInternational Conference on Machine Learning (ICML), 2023 |
Transport away your problems: Calibrating stochastic simulations with
optimal transportNuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment (NIM A), 2021 |
The Signed Cumulative Distribution Transform for 1-D Signal Analysis and
ClassificationFoundations of Data Science (FODS), 2021 |
Topological Obstructions to AutoencodingJournal of High Energy Physics (JHEP), 2021 |