caesarcai

HanQin Cai's repositories

Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection

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Accelerated Alternating Projections for Robust Principal Component Analysis

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Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling

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Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery

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Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation

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Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions

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SCOBO: Sparsity-aware Comparison Oracle Based Optimization

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This is collection of a few codes I used in Summer Project this year

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Structured Gradient Descent for Fast Robust Low-Rank Hankel Matrix Completion

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Robustify Black-Box Models (ICLR'22 - Spotlight)

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Compressive Online Robust Principal Component Analysis with Multiple Prior Information

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