Mojtaba Sahraee-Ardakan
5 papers · 2017–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
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
Asymptotics of Ridge Regression in Convolutional Models
ICML 2021
Implicit Bias of Linear RNNs
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
NeurIPS 2017