Rigorous Guarantees for Tyler's M-estimator via quantum expansion

31 January 2020

Papers citing "Rigorous Guarantees for Tyler's M-estimator via quantum expansion"

10 / 10 papers shown

Title
T-Rex: Fitting a Robust Factor Model via Expectation-Maximization Daniel Cederberg 79 0 0 17 May 2025
A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion Feng Yu Teng Zhang Gilad Lerman 46 3 0 17 Apr 2024
Improved Convergence Rates of Windowed Anderson Acceleration for Symmetric Fixed-Point Iterations Casey Garner Gilad Lerman Teng Zhang 39 1 0 04 Nov 2023
iPCA and stability of star quivers Cole Franks V. Makam 44 2 0 19 Feb 2023
Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness Casey Garner Gilad Lerman Shuzhong Zhang 49 0 0 02 Sep 2022
On a class of geodesically convex optimization problems solved via Euclidean MM methods Melanie Weber S. Sra 44 4 0 22 Jun 2022
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator L. Danon Dan Garber 51 4 0 19 Jun 2022
Near optimal sample complexity for matrix and tensor normal models via geodesic convexity Cole Franks Rafael Oliveira Akshay Ramachandran M. Walter 61 8 0 14 Oct 2021
No-go Theorem for Acceleration in the Hyperbolic Plane Linus Hamilton Ankur Moitra 50 21 0 14 Jan 2021
Invariant theory and scaling algorithms for maximum likelihood estimation Carlos Améndola Kathlén Kohn Philipp Reichenbach A. Seigal 63 35 0 30 Mar 2020