Samuel B. Hopkins
6 papers
· 2015–2025
· 2 conferences
· across top CS/AI conferences
Achievements
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
🏃
Academic Marathon
(10)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(2)
🧭
Keyword Pioneer
📈
Trend Setter
❓
The Questioner
Conferences
COLT (5)
ICLR (1)
Top co-authors
Keywords
tensor decomposition
(2)
adversarial robustness
(1)
semidefinite programming
(1)
principal component analysis
(1)
belief propagation
(1)
sample complexity
(1)
mean estimation
(1)
computational complexity
(1)
convex relaxation
(1)
posterior inference
(1)
overcomplete representation
(1)
signal-to-noise ratio
(1)
robust estimation
(1)
graphical model
(1)
tree structure
(1)
spectral algorithm
(1)
spectral method
(1)
adversarial corruption
(1)
sum-of-squares method
(1)
tensor principal component analysis
(1)
Papers
How Hard is Robust Mean Estimation?
COLT 2019