Robert Williamson
6 papers
· 2010–2023
· 3 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Pioneer
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Conference Polyglot
(3)
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Academic Marathon
(13)
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Trend Setter
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Conference Pioneer
Conferences
ICML (3)
COLT (2)
AISTATS (1)
Top co-authors
Research topics
Keywords
class probability estimation
(2)
loss function
(2)
composite loss
(2)
binary classification
(1)
convex optimization
(1)
risk minimization
(1)
quantile regression
(1)
classification noise
(1)
convex loss
(1)
exp-concave loss
(1)
noise tolerance
(1)
regret bound
(1)
boosting algorithm
(1)
decision tree
(1)
proper loss
(1)
proper scoring rule
(1)
risk measure
(1)
scoring function
(1)
conditional value at risk
(1)
link function
(1)
Papers
Fairness risk measures
ICML 2019
Exp-Concavity of Proper Composite Losses
COLT 2015
Convexity of Proper Composite Binary Losses
AISTATS 2010