Naftali Tishby
16 papers · 2003–2018 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (13) π Conference Polyglot (3)
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Conference Polyglot
(3)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(7)
π±
Topic Pioneer
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(51)
π
Trend Setter
π
Conference Pioneer
π
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
Gaussian Lower Bound for the Information Bottleneck Limit
JMLR 2018
Distribution-Dependent Sample Complexity of Large Margin Learning
JMLR 2013
Multi-Instance Learning with Any Hypothesis Class
JMLR 2012
Spectral Clustering on a Budget
AISTATS 2011
PAC-Bayesian Analysis of Co-clustering and Beyond
JMLR 2010
Tight Sample Complexity of Large-Margin Learning
NIPS 2010
Reducing Label Complexity by Learning From Bags
AISTATS 2010
On the Reliability of Clustering Stability in the Large Sample Regime
NIPS 2008
Generalization from Observed to Unobserved Features by Clustering
JMLR 2008
Learning to Select Features using their Properties
JMLR 2008
Cluster Stability for Finite Samples
NIPS 2007
Euclidean Embedding of Co-occurrence Data
JMLR 2007
Information Bottleneck for Non Co-Occurrence Data
NIPS 2006
Information Bottleneck for Gaussian Variables
JMLR 2005
Sufficient Dimensionality Reduction
JMLR 2003
Distributional Word Clusters vs. Words for Text Categorization
JMLR 2003