caesarcai Goto Github PK
Name: HanQin Cai
Type: User
Company: @UCF
Bio: I am the Paul N. Somerville Endowed Assistant Professor at University of Central Florida
Location: Orlando, FL
Blog: hqcai.org
HanQin Cai's Projects
accaltproj_for_rpca
Accelerated Alternating Projections for Robust Principal Component Analysis
asap-hankel
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery
black-box-defense
Robustify Black-Box Models (ICLR'22 - Spotlight)
caesarcai.github.io
corpca
Compressive Online Robust Principal Component Analysis with Multiple Prior Information
hsgd
Structured Gradient Descent for Fast Robust Low-Rank Hankel Matrix Completion
ircur
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation
lrpca
Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection
modewise_tensor_decomp
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions
scobo
SCOBO: Sparsity-aware Comparison Oracle Based Optimization
summer-project-2020
This is collection of a few codes I used in Summer Project this year
zoro
Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling
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