Armin eftekhari
7 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
non-convex optimization
(2)
online learning
(1)
convex optimization
(1)
principal component analysis
(1)
compressive sensing
(1)
subspace learning
(1)
global convergence
(1)
convergence analysis
(1)
computational complexity
(1)
sparse regression
(1)
eigenvalue decomposition
(1)
cardinality constraint
(1)
matrix completion
(1)
oracle complexity
(1)
optimization algorithm
(1)
streaming algorithm
(1)
alternating direction method of multiplier
(1)
gradient flow
(1)
linear network
(1)
generative adversarial network
(1)
Papers
Principal Component Hierarchy for Sparse Quadratic Programs
ICML 2021
Subquadratic Overparameterization for Shallow Neural Networks
NeurIPS 2021
Double-Loop Unadjusted Langevin Algorithm
ICML 2020
Training Linear Neural Networks: Non-Local Convergence and Complexity Results
ICML 2020
An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints
NeurIPS 2019
Fast and Provable ADMM for Learning with Generative Priors
NeurIPS 2019
Streaming Principal Component Analysis From Incomplete Data
JMLR 2019