Naftali Tishby
16 papers
· 2003–2018
· 3 conferences
· across top CS/AI conferences
Achievements
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Academic Marathon
(15)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
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Conference Polyglot
(3)
πΊοΈ
Taxonomy Completionist
(13)
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Keyword Pioneer
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Keyword Trendsetter Combo
(7)
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Topic Pioneer
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Keyword Champion
(3)
ποΈ
Keyword Collector
(51)
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Trend Setter
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Conference Pioneer
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Century Club
(16)
Conferences
JMLR (10)
NIPS (4)
AISTATS (2)
Top co-authors
Keywords
information bottleneck
(4)
dimensionality reduction
(4)
generalization bound
(4)
sample complexity
(3)
clustering algorithm
(3)
unsupervised learning
(2)
learning theory
(2)
sub-gaussian distribution
(2)
model selection
(2)
multi-instance learning
(2)
canonical correlation analysis
(2)
collaborative filtering
(2)
feature extraction
(1)
convex optimization
(1)
variational inference
(1)
maximum entropy
(1)
large margin learning
(1)
spectral clustering
(1)
clustering stability
(1)
manifold learning
(1)
Papers
Spectral Clustering on a Budget
AISTATS 2011
Reducing Label Complexity by Learning From Bags
AISTATS 2010
Cluster Stability for Finite Samples
NIPS 2007
Sufficient Dimensionality Reduction
JMLR 2003