Koby Crammer
48 papers
· 2001–2022
· 12 conferences
· across top CS/AI conferences
Achievements
π
Renaissance Researcher
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(12)
π
Academic Marathon
(21)
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Cross-Pollinator
(14)
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Keyword Trendsetter Combo
(7)
π¬
Deep Specialist
(10)
π
Keyword Champion
π±
Topic Pioneer
π
Conference Pioneer
π
Century Club
(48)
β
The Questioner
(2)
π
Trend Setter
ποΈ
Keyword Collector
(82)
π₯
Unstoppable
(6)
β‘
Prolific Year
(5)
Conferences
NIPS (13)
JMLR (8)
AISTATS (7)
EMNLP (5)
ACL (4)
NAACL (3)
ICML (2)
IJCAI (2)
ACML (1)
COLING (1)
COLT (1)
ICLR (1)
Top co-authors
Keywords
online learning
(18)
multi-armed bandit
(5)
binary classification
(5)
regret bound
(5)
domain adaptation
(5)
support vector machine
(4)
transfer learning
(4)
mistake bound
(4)
adversarial learning
(3)
confidence-weighted learning
(3)
multiclass classification
(3)
multi-task learning
(3)
sentiment classification
(3)
convex optimization
(3)
multi-source learning
(2)
stochastic gradient descent
(2)
active learning
(2)
margin maximization
(2)
margin-based learning
(2)
classification
(2)
Papers
Rotting Bandits
NIPS 2017
Convex Multi-Task Learning by Clustering
AISTATS 2015
Selective Sampling with Drift
AISTATS 2014
Learning via Gaussian Herding
NIPS 2010
Multi-Class Confidence Weighted Algorithms
EMNLP 2009
Active Learning with Confidence
ACL 2008
One-Class Clustering in the Text Domain
EMNLP 2008
Learning from Multiple Sources
JMLR 2008
Learning Bounds for Domain Adaptation
NIPS 2007
Online Passive-Aggressive Algorithms
JMLR 2006
Learning from Multiple Sources
NIPS 2006