Galen Reeves
5 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
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Hot Topic Early Bird
Conferences
AISTATS (2)
COLT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
information theory
(1)
representation learning
(1)
adversarial learning
(1)
principal component analysis
(1)
density estimation
(1)
hypothesis testing
(1)
approximate message passing
(1)
low-rank matrix recovery
(1)
sparse linear regression
(1)
mean squared error
(1)
data privacy
(1)
phase transition
(1)
deep neural network
(1)
information-theoretic bound
(1)
maximum likelihood estimator
(1)
heteroskedastic noise
(1)
dimensional analysis
(1)
monte carlo
(1)
information obfuscation
(1)
sliced mutual information
(1)
Papers
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
NIPS 2022
Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity
AISTATS 2022
Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples
AISTATS 2021
The All-or-Nothing Phenomenon in Sparse Linear Regression
COLT 2019
Adversarially Learned Representations for Information Obfuscation and Inference
ICML 2019