Ehsan Abbasi
5 papers · 2015–2020 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (4)
ICML (1)
Top co-authors
Keywords
signal recovery
(3)
compressive sensing
(2)
convex optimization
(2)
compressed sensing
(2)
phase retrieval
(2)
sparse recovery
(2)
logistic regression
(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)
signal estimation
(1)
low rank matrix
(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
NIPS 2019
Universality in Learning from Linear Measurements
NIPS 2019
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity
NIPS 2018
LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements
NIPS 2015