Namrata Vaswani

7 papers · 2016–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (8) 🏆 Keyword Champion (3)

Conferences

ICML (5) AISTATS (1) NIPS (1)

Top co-authors

Ankit Pratap Singh (2) Praneeth Narayanamurthy (2) Han Guo (2) Brian Lois (1) Ahmed Ali Abbasi (1) Shana Moothedath (1) Jiabin Lin (1) Seyedehsara Nayer (1) Jinchun Zhan (1)

Keywords

subspace tracking (3) robust pca (2) online learning (1) principal component analysis (1) compressive sensing (1) principal components analysis (1) eigenvalue decomposition (1) matrix completion (1) low-rank matrix recovery (1) matrix recovery (1) phase retrieval (1) online algorithm (1) phaseless measurement (1) dynamic imaging (1) fourier ptychography (1) matrix decomposition (1) data-dependent noise (1) dimensionality reduction (1)

Papers

Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning ICML 2025

Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits ICML 2024

Byzantine Resilient and Fast Federated Few-Shot Learning ICML 2024

Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements ICML 2019

Nearly Optimal Robust Subspace Tracking ICML 2018

Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated NIPS 2016

Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees AISTATS 2016