Namrata Vaswani
7 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 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
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