Shanshan Wu

Most-cited papers

A Field Guide to Federated Optimization
Jianyu Wang, Zachary B. Charles, Zheng Xu, Gauri Joshi +49 more
2021arXiv.org497 citations
Semantic Scholar
Dictionary learning based software defect prediction
Xiao-Yuan Jing, Shi Ying, Zhi-Wu Zhang, Shanshan Wu +1 more
2014International Conference on Software Engineering204 citations
Semantic Scholar
Federated Reconstruction: Partially Local Federated Learning
K. Singhal, Hakim Sidahmed, Zachary Garrett, Shanshan Wu +2 more
2021Neural Information Processing Systems177 citations
Semantic Scholar
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
Shanshan Wu, A. Dimakis, Sujay Sanghavi, Felix X. Yu +4 more
2018International Conference on Machine Learning61 citations
Semantic Scholar
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models
Shanshan Wu, S. Sanghavi, A. Dimakis
2018Neural Information Processing Systems59 citations
Semantic Scholar
Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning
Xiao-Yuan Jing, Ruimin Hu, Yang-Ping Zhu, Shanshan Wu +2 more
2014AAAI Conference on Artificial Intelligence46 citations Open access
Semantic Scholar
Implicit Regularization and Convergence for Weight Normalization
Xiaoxia Wu, Edgar Dobriban, Tongzheng Ren, Shanshan Wu +4 more
2019Neural Information Processing Systems30 citations
Semantic Scholar
Leveraging Sparsity for Efficient Submodular Data Summarization
Erik M. Lindgren, Shanshan Wu, A. Dimakis
2017Neural Information Processing Systems29 citations
Semantic Scholar
Learning Distributions Generated by One-Layer ReLU Networks
Shanshan Wu, A. Dimakis, Sujay Sanghavi
2019Neural Information Processing Systems25 citations
Semantic Scholar
Implicit Regularization of Normalization Methods
Xiaoxia Wu, Edgar Dobriban, Tongzheng Ren, Shanshan Wu +4 more
2019arXiv.org14 citations
Semantic Scholar
Sparse and Greedy: Sparsifying Submodular Facility Location Problems
Erik M. Lindgren, Shanshan Wu, A. Dimakis
201514 citations
Semantic Scholar
Single Pass PCA of Matrix Products
Shanshan Wu, Srinadh Bhojanapalli, S. Sanghavi, A. Dimakis
2016Neural Information Processing Systems10 citations
Semantic Scholar
The Sparse Recovery Autoencoder
Shanshan Wu, A. Dimakis, Sujay Sanghavi, Felix X. Yu +4 more
2018arXiv.org6 citations
Semantic Scholar
Multi-view Sparse Embedding Analysis Based Image Feature Extraction and Classification
Yang-Ping Zhu, Xiao-Yuan Jing, Qing Wang, Fei Wu +2 more
2015Chinese Conference on Computer Vision4 citations Open access
Semantic Scholar
A Survey of Fast Kernel Sketching Algorithms
Shanshan Wu
20160 citations
Semantic Scholar
Low-Rank Approximation of Matrix Product in One Pass
Shanshan Wu
20150 citations
Semantic Scholar