Namrata Vaswani
7 papers · 2016–2025 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(14)
π
Keyword Champion
(3)
Venues
Top co-authors
Research topics
Keywords
subspace tracking
(3)
robust pca
(2)
matrix completion
(2)
online learning
(1)
principal component analysis
(1)
compressive sensing
(1)
subspace learning
(1)
sample complexity
(1)
principal components analysis
(1)
eigenvalue decomposition
(1)
low-rank matrix
(1)
low-rank matrix recovery
(1)
projected gradient descent
(1)
matrix recovery
(1)
phase retrieval
(1)
regret bound
(1)
online algorithm
(1)
contextual bandit
(1)
communication efficient
(1)
alternating gradient descent
(1)
Papers
Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning
ICML 2025
Byzantine Resilient and Fast Federated Few-Shot Learning
ICML 2024
Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits
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
NeurIPS 2016
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees
AISTATS 2016