Samuel Hopkins
7 papers
· 2019–2024
· 2 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(2)
π
Academic Marathon
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
COLT (3)
Top co-authors
Research topics
Keywords
differential privacy
(3)
robust mean estimation
(2)
adversarial corruption
(2)
statistical learning
(2)
mean estimation
(1)
covariance estimation
(1)
efficient computing
(1)
high-dimensional statistics
(1)
markov chain monte carlo
(1)
outlier detection
(1)
least squares regression
(1)
sparse linear regression
(1)
eigenvector estimation
(1)
random matrix theory
(1)
spectral method
(1)
heavy-tailed distribution
(1)
subgaussian distribution
(1)
confidence interval
(1)
private algorithm
(1)
heavy-tailed noise
(1)