Matrix-free Construction of HSS Representations Using Adaptive Randomized Sampling

Channel:
United States Simons Institute for the Theory of Computing
Subscribers:
68,700
Published on ● Video Link: https://www.youtube.com/watch?v=c8sEvAIeqjM


Duration: 29:56
323 views
5

Xiaoye S. Li (LBNL)
https://simons.berkeley.edu/talks/matrix-free-construction-hss-representations-using-adaptive-randomized-sampling
Randomized Numerical Linear Algebra and Applications



Other Videos By Simons Institute for the Theory of Computing


2018-10-15Quantum Algorithms for Composed Functions With Shared Inputs
2018-10-15Round Elimination using Triangular Discrimination
2018-10-15Lower Bounds for Elimination via Weak Regularity
2018-10-15The Hardest Halfspace
2018-10-03The AI Trinity: Data + Algorithms + Infrastructure
2018-09-27Subspace Clustering using Ensembles of K-Subspaces
2018-09-27Spectrally Robust Graph Isomorphism
2018-09-27Fast Algorithms for Multivariate ODEs arising in Sampling and Learning
2018-09-27Matrix Martingales in Randomized Numerical Linear Algebra
2018-09-27A Fast Algorithm for Computing the Maximum Weight Base in a Linear Matroid
2018-09-27Matrix-free Construction of HSS Representations Using Adaptive Randomized Sampling
2018-09-26Smoothed Analysis of Low Rank Solutions to Semidefinite Programs via Burer Monteiro Factorization
2018-09-26Unbiased Estimates for Linear Regression via Volume Sampling
2018-09-26Adventures with Randomized Algebra for Extreme-Scale Signal Processing
2018-09-26Large Scale Stochastic Training of Neural Networks
2018-09-26Randomized Constrained Matrix Decompositions
2018-09-26Hessian Matrix Inversion in 10^10 Dimensions with Parametric Bootstraps
2018-09-26Ridge Regression and Deterministic Ridge Leverage Score Sampling
2018-09-25Scalable Algorithmic Primitives for Data Science
2018-09-25Error Estimation for Randomized Numerical Linear Algebra: Bootstrap Methods
2018-09-25Applying Randomized Methods for Zonotope Enumeration and...


Tags:
Simons Institute
Theory of Computing
Theory of Computation
Theoretical Computer Science
Computer Science
UC Berkeley
Randomized Numerical Linear Algebra and Applications
Xiaoye S. Li