Matthew Holland
4 papers
· 2019–2021
· 3 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
heavy-tailed distribution
(2)
stochastic gradient
(1)
stochastic gradient descent
(1)
robust optimization
(1)
gradient-based optimization
(1)
empirical risk minimization
(1)
robust estimation
(1)
concentration inequality
(1)
conditional value-at-risk
(1)
heavy-tailed loss
(1)
pac-bayesian theory
(1)
gibbs posterior
(1)
gradient magnitude
(1)
heavy-tailed datum
(1)
robust gradient descent
(1)
risk-averse learning
(1)
statistical learning
(1)
finite-sample risk bound
(1)