Clay Scott
5 papers · 2017–2022 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π£ Hot Topic Early Bird
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Cross-Pollinator
(12)
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Interdisciplinary Bridge
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Trend Setter
Conferences
NIPS (3)
COLT (1)
ICML (1)
Top co-authors
Keywords
regret bound
(2)
upper confidence bound
(2)
adversarial robustness
(1)
transfer learning
(1)
weakly supervised learning
(1)
minimax optimization
(1)
label noise
(1)
generalization error
(1)
multi-class classification
(1)
surrogate loss
(1)
0-1 loss
(1)
multi-armed bandit
(1)
contextual bandit
(1)
ensemble method
(1)
pure exploration
(1)
learning from label proportion
(1)
arm identification
(1)
interpolating classifier
(1)
sublinear convergence
(1)
polyhedron constraint
(1)
Papers
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel
NIPS 2022
Learning from Label Proportions by Learning with Label Noise
NIPS 2022
Calibrated Surrogate Losses for Adversarially Robust Classification
COLT 2020
Feasible Arm Identification
ICML 2018
Multi-Task Learning for Contextual Bandits
NIPS 2017