THU-numbda

THU-numbda's repositories

Embedding billion-scale networks accurately in one hour (TKDE paper 2023)

Language:C++9 1 5

A Fast Adaptive Randomized PCA Algorithm (Accepted by IJCAI 2023)

Language:CMIT2 10

Faster Randomized SVD with Dynamic Shifts (TOMS paper 2024)

Language:MATLABMIT1 10

Pass-Efficient Randomized SVD with Boosted Accuracy (on ECML-PKDD 2022)

Language:CMIT1 10

randQB_EI (i.e. svdsketch in MATLAB) algorithm and others

Language:MATLAB1 10

"Single-pass PCA of large high-dimensional data" (paper on IJCAI 2017)

Language:CMIT1 10

Language:CMIT1 10

Fast and accurate element-wise matrix approximation algorithms

Language:Python010