Cynthia Rush
4 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
NIPS (2)
AISTATS (1)
JMLR (1)
Top co-authors
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 Ξ±-posteriors and Their Variational Approximations
JMLR 2022
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation
NIPS 2020
An Asymptotic Rate for the LASSO Loss
AISTATS 2020
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing
NIPS 2019