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Publication search results
found 21 matches
- 2023
- Yijun Yan, Jinchang Ren, Qiaoyuan Liu, Huimin Zhao, Haijiang Sun, Jaime Zabalza:
PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - Francesco Tonin, Alex Lambert, Panagiotis Patrinos, Johan A. K. Suykens:
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms. ICML 2023: 34379-34393 - Heng Xia, Jian Tang, Runyu Zhang:
Online Soft Sensing of Dioxin Emission Based on Fast Tree BLS and Robust PCA. SSCI 2023: 174-179 - Francesco Tonin, Alex Lambert, Panagiotis Patrinos, Johan A. K. Suykens:
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms. CoRR abs/2306.05815 (2023) - 2021
- Xiaoping Liang, Zhenjun Tang, Xiaolan Xie, Jingli Wu, Xianquan Zhang:
Robust and fast image hashing with two-dimensional PCA. Multim. Syst. 27(3): 389-401 (2021) - Mostafa Rahmani, Ping Li:
Fast and Provable Robust PCA VIA Normalized Coherence Pursuit. ICASSP 2021: 5305-5309 - 2020
- Praneeth Narayanamurthy, Namrata Vaswani:
Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. IEEE J. Sel. Areas Inf. Theory 1(3): 723-744 (2020) - Andong Wang, Zhong Jin, Jing-yu Yang:
A faster tensor robust PCA via tensor factorization. Int. J. Mach. Learn. Cybern. 11(12): 2771-2791 (2020) - Namrata Vaswani, Praneeth Narayanamurthy:
Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. CoRR abs/2006.08030 (2020) - 2019
- Vishnu Menon, Sheetal Kalyani:
Structured and Unstructured Outlier Identification for Robust PCA: A Fast Parameter Free Algorithm. IEEE Trans. Signal Process. 67(9): 2439-2452 (2019) - 2018
- Praneeth Narayanamurthy, Namrata Vaswani:
A Fast and Memory-Efficient Algorithm for Robust PCA (MEROP). ICASSP 2018: 4684-4688 - Vishnu Menon, Sheetal Kalyani:
Fast, Parameter free Outlier Identification for Robust PCA. CoRR abs/1804.04791 (2018) - 2016
- Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst:
Fast Robust PCA on Graphs. IEEE J. Sel. Top. Signal Process. 10(4): 740-756 (2016) - Eric Schmitt, Kaveh Vakili:
The FastHCS algorithm for robust PCA. Stat. Comput. 26(6): 1229-1242 (2016) - Chong Peng, Zhao Kang, Qiang Cheng:
A Fast Factorization-Based Approach to Robust PCA. ICDM 2016: 1137-1142 - Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis:
Fast Algorithms for Robust PCA via Gradient Descent. NIPS 2016: 4152-4160 - Chong Peng, Zhao Kang, Qiang Chen:
A Fast Factorization-based Approach to Robust PCA. CoRR abs/1609.08677 (2016) - Xinyang Yi, Dohyung Park, Yudong Chen, Constantine Caramanis:
Fast Algorithms for Robust PCA via Gradient Descent. CoRR abs/1605.07784 (2016) - 2015
- Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Pierre Vandergheynst:
Fast Robust PCA on Graphs. CoRR abs/1507.08173 (2015) - 2009
- Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof:
Fast-Robust PCA. SCIA 2009: 430-439 - Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, Josef A. Birchbauer:
Active Appearance Model Fitting under Occlusion using Fast-robust PCA. VISAPP (1) 2009: 130-137
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