Showing 1–14 of 14 results
/ Date/ Name
Jul 11, 2019Low-rank matrix completion and denoising under Poisson noiseSep 8, 2023Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learningNov 24, 2025Phase retrieval via overparametrized nonconvex optimization: nonsmooth amplitude loss landscapesMay 5, 2025Phase retrieval and matrix sensing via benign and overparametrized nonconvex optimizationJul 6, 2023Benign landscapes of low-dimensional relaxations for orthogonal synchronization on general graphsJul 21, 2025Sensor network localization has a benign landscape after low-dimensional relaxationNov 8, 2021Optimal convex lifted sparse phase retrieval and PCA with an atomic matrix norm regularizerMar 24, 2025Benign landscapes for synchronization on spheres via normalized Laplacian matricesMay 28, 2024Synchronization on circles and spheres with nonlinear interactionsMay 3, 2023New Equivalences Between Interpolation and SVMs: Kernels and Structured FeaturesApr 21, 2026Sharp recovery and landscape guarantees for the nonconvex matrix LASSONov 9, 2021Harmless interpolation in regression and classification with structured featuresJul 18, 2024Nonconvex landscapes for $\mathbf{Z}_2$ synchronization and graph clustering are benign near exact recovery thresholdsApr 19, 2024Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms