Non-asymptotic convergence bounds for Sinkhorn iterates and their
gradients: a coupling approachAnnual Conference Computational Learning Theory (COLT), 2023 |
Surface Topography Characterization Using a Simple Optical Device and
Artificial Neural NetworksEngineering applications of artificial intelligence (EAAI), 2021 |
Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical
SolutionMathematical programming (Math. Program.), 2021 |
Learning the geometry of wave-based imagingNeural Information Processing Systems (NeurIPS), 2020 |
CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal
Transport GeometryIEEE Transactions on Computational Imaging (TCI), 2019 |
Learning step sizes for unfolded sparse codingNeural Information Processing Systems (NeurIPS), 2019 |
Uncertainty Quantification in Deep MRI ReconstructionIEEE Transactions on Medical Imaging (TMI), 2019 |