Vaswani, Namrata

10 publications

ICML 2025 Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning Ankit Pratap Singh, Ahmed Ali Abbasi, Namrata Vaswani

ICML 2024 Byzantine Resilient and Fast Federated Few-Shot Learning Ankit Pratap Singh, Namrata Vaswani

ICML 2024 Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits Jiabin Lin, Shana Moothedath, Namrata Vaswani

ICML 2019 Phaseless PCA: Low-Rank Matrix Recovery from Column-Wise Phaseless Measurements Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani

ICML 2018 Nearly Optimal Robust Subspace Tracking Praneeth Narayanamurthy, Namrata Vaswani

NeurIPS 2016 Correlated-PCA: Principal Components' Analysis When Data and Noise Are Correlated Namrata Vaswani, Han Guo

AISTATS 2016 Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees Jinchun Zhan, Brian Lois, Han Guo, Namrata Vaswani

CVPR 2007 Closed-Loop Tracking and Change Detection in Multi-Activity Sequences Bi Song, Namrata Vaswani, Amit K. Roy-Chowdhury

CVPR 2005 Particle Filtering for Geometric Active Contours with Application to Tracking Moving and Deforming Objects Yogesh Rathi, Namrata Vaswani, Allen R. Tannenbaum, Anthony J. Yezzi

CVPR 2003 Activity Recognition Using the Dynamics of the Configuration of Interacting Objects Namrata Vaswani, Amit K. Roy-Chowdhury, Rama Chellappa