Mojtaba Sahraee-Ardakan
5 papers · 2017–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
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Hot Topic Early Bird
Conferences
ICML (3)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
double descent
(2)
ridge regression
(1)
high-dimensional statistics
(1)
asymptotic analysis
(1)
high-dimensional estimation
(1)
approximate message passing
(1)
generalization error
(1)
mean squared error
(1)
state evolution
(1)
generalized linear model
(1)
linear inverse problem
(1)
implicit bia
(1)
estimation error
(1)
linear rnn
(1)
vanishing gradient
(1)
long-term dependency
(1)
convolutional model
(1)
kernel regime
(1)
Papers
Implicit Bias of Linear RNNs
ICML 2021
Asymptotics of Ridge Regression in Convolutional Models
ICML 2021
Generalization Error of Generalized Linear Models in High Dimensions
ICML 2020
Sparse Multivariate Bernoulli Processes in High Dimensions
AISTATS 2019
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems
NIPS 2017