Matthew Holland
4 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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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)
heavy-tailed loss
(1)
pac-bayesian theory
(1)
conditional value at risk
(1)
gibbs posterior
(1)
gradient magnitude
(1)
heavy-tailed data
(1)
robust gradient descent
(1)
risk-averse learning
(1)
statistical learning
(1)
finite-sample risk bound
(1)