Towards frugal unsupervised detection of subtle abnormalities in medical
imagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 |
Stochastic Approximation Beyond Gradient for Signal Processing and
Machine LearningIEEE Transactions on Signal Processing (IEEE TSP), 2023 |
Stochastic Variable Metric Proximal Gradient with variance reduction for
non-convex composite optimizationStatistics and computing (Stat. Comput.), 2023 |
The Perturbed Prox-Preconditioned SPIDER algorithm for EM-based large
scale learningSymposium on Software Performance (SP), 2021 |
Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation
Maximization for Nonconvex Finite-Sum OptimizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 |