Ehsan Abbasi
5 papers · 2015–2020 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(14)
π£
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Venues
Top co-authors
Research topics
Keywords
signal recovery
(3)
logistic regression
(2)
compressed sensing
(2)
phase retrieval
(2)
convex optimization
(2)
compressive sensing
(2)
sparse recovery
(2)
gradient descent
(1)
margin maximization
(1)
lasso regression
(1)
sparse regularization
(1)
regularized regression
(1)
sparse optimization
(1)
maximum likelihood estimation
(1)
low-rank matrix
(1)
regularization parameter
(1)
generalized lasso
(1)
signal estimation
(1)
parameter recovery
(1)
linear measurement
(1)
Papers
The Performance Analysis of Generalized Margin Maximizers on Separable Data
ICML 2020
The Impact of Regularization on High-dimensional Logistic Regression
NeurIPS 2019
Universality in Learning from Linear Measurements
NeurIPS 2019
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity
NeurIPS 2018
LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements
NeurIPS 2015