Machine Learning · Statistics
Sparse Principal Component Analysis via Variable Projection
N. Benjamin Erichson, Peng Zheng, Krithika Manohar, Steven L. Brunton +2
2020-12-29
Machine Learning · Computer Science
Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach
Jia Cai, Kexin Lv, Junyi Huo, Xiaolin Huang +1
2020-04-24
Machine Learning · Computer Science
SparCA: Sparse Compressed Agglomeration for Feature Extraction and Dimensionality Reduction
Leland Barnard, Farwa Ali, Hugo Botha, David T. Jones
2023-02-22
Machine Learning · Statistics
Combinatorial Sparse PCA Beyond the Spiked Identity Model
Syamantak Kumar, Purnamrita Sarkar, Kevin Tian, Peiyuan Zhang
2026-03-04
Information Retrieval · Computer Science
Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure
Jingmao Zhang, Zhiting Zhao, Yunqi Lin, Jianghong Ma +3
2025-12-22
Machine Learning · Computer Science
Similarity and Dissimilarity Guided Co-association Matrix Construction for Ensemble Clustering
Xu Zhang, Yuheng Jia, Mofei Song, Ran Wang
2024-11-05
Machine Learning · Computer Science
DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation
Yifan He, Ruiyang Wu, Yong Zhou, Yang Feng
2023-07-11
Image and Video Processing · Electrical Eng. & Systems
Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading
Zhe Wang, Yuhua Ru, Aladine Chetouani, Tina Shiang +8
2025-06-23
Signal Processing · Electrical Eng. & Systems
An Interactive Graphical Tool to Check the Coarray Continuity of Two-Fold Redundant Sparse Arrays (TFRSAs) Under Single Sensor Failures
Namya Malik, Ashish Patwari, Sangeetha N
2026-04-28
Signal Processing · Electrical Eng. & Systems
Super-resolution with Sparse Arrays: A Non-Asymptotic Analysis of Spatio-temporal Trade-offs
Pulak Sarangi, Mehmet Can Hucumenoglu, Robin Rajamaki, Piya Pal
2023-01-05