Vaswani, Namrata

1. Fast and Sample-Efficient Federated Low Rank Matrix Recovery from column-wise Linear and Quadratic Projections
   2021/02/20 by Seyedehsara, Nayer, Vaswani, Namrata · 4 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT)
2. Online Matrix Completion and Online Robust PCA
   2015/03/11 by Lois, Brian, Vaswani, Namrata · 2 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (stat.ML)
3. The Wiener-Khinchin Theorem for Non-wide Sense stationary Random Processes
   2009/04/03 by Wei Lü, Lu, Wei, Namrata Vaswani +1 · 1 citation
   Decision Sciences · Engineering · Environmental Science · #Advanced Statistical Process Monitoring #FOS: Mathematics #Fault Detection and Control Systems #Soil Geostatistics and Mapping #Statistics Theory (math.ST)
4. Sample-Efficient Low Rank Phase Retrieval
   2020/06/11 by Nayer, Seyedehsara, Vaswani, Namrata · 2 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT)
5. Performance Guarantees for ReProCS -- Correlated Low-Rank Matrix Entries Case
   2014/05/22 by Zhan, Jinchun, Vaswani, Namrata, Qiu, Chenlu · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT)
6. Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees
   2016/01/29 by Zhan, Jinchun, Lois, Brian, Vaswani, Namrata · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT)
7. Detection and Mitigation of Byzantine Attacks in Distributed Training
   2022/08/17 by Konstantinidis, Konstantinos, Vaswani, Namrata, Ramamoorthy, Aditya · 1 citation
   #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
8. Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits
   2024/10/02 by Lin, Jiabin, Moothedath, Shana, Vaswani, Namrata · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Fully Decentralized and Federated Low Rank Compressive Sensing
   2021/12/26 by Shana Moothedath, Namrata Vaswani, Moothedath, Shana +1 · 1 citation
   Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
10. Decentralized Communication-Efficient Multi-Task Representation Learning
    2022/04/18 by Shana Moothedath, Namrata Vaswani, Moothedath, Shana +1 · 1 citation
    Engineering · Computer Science · Physics and Astronomy · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Quantum optics and atomic interactions