Chenhan D. Yu

activity

20162022

most citedImplementing Strassen's Algorithm with CUTLASS on NVIDIA Volta GPUs

9 citations · 22 across the 6 of their papers we have counts for

collaborators

Showing 2017Show all

2 papers · 1 filter

math.NA2017

Geometry-Oblivious FMM for Compressing Dense SPD Matrices

Chenhan D. Yu, James Levitt, Severin Reiz +1

We present GOFMM (geometry-oblivious FMM), a novel method that creates a hierarchical low-rank approximation, "compression," of an arbitrary dense symmetric positive definite (SPD)…

cs.DC2017★ 2 cited

An $N lo g N$ Parallel Fast Direct Solver for Kernel Matrices

Chenhan D. Yu, William B. March, George Biros

Kernel matrices appear in machine learning and non-parametric statistics. Given $N$ points in $d$ dimensions and a kernel function that requires $O (d)$ work to evaluate,…

Geometry-Oblivious FMM for Compressing Dense SPD Matrices

An NlogN Parallel Fast Direct Solver for Kernel Matrices

An $N lo g N$ Parallel Fast Direct Solver for Kernel Matrices