Cynthia Rush
4 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
approximate message passing
(3)
asymptotic analysis
(3)
state evolution
(2)
high-dimensional regression
(2)
model misspecification
(1)
kl divergence
(1)
posterior distribution
(1)
message passing
(1)
mutual information
(1)
variational approximation
(1)
phase transition
(1)
bernstein-von mises theorem
(1)
rank-one matrix
(1)
sorted l1 penalty
(1)
spiked matrix
(1)
sorted ell-1 penalty
(1)
sparse recovery
(1)
spiked matrix estimation
(1)
variational inference
(1)
convex optimization
(1)
Papers
On the Robustness to Misspecification of α-posteriors and Their Variational Approximations
JMLR 2022
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation
NeurIPS 2020
An Asymptotic Rate for the LASSO Loss
AISTATS 2020
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing
NeurIPS 2019