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Co-authors
(11)
Naftali Tishby
5
Elad Yom-tov
2
Yoad Winter
2
Nathan Srebro
2
Shai Shalev-Shwartz
2
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Authors
Sivan Sabato
Sivan Sabato,Hebrew University of Jerusalem,Algorithms & Theory,Machine Learning & Pattern Recognition,Programming Languages
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Sivan Sabato
Hebrew University of Jerusalem
Publications:
14
|
Citations:
22
Fields:
Algorithms & Theory
,
Machine Learning & Pattern Recognition
,
Programming Languages
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Collaborated with
11 co-authors
from 2005 to 2011
|
Cited by
44 authors
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Publications
(14)
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RefWorks
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Multi-Instance Learning with Any Hypothesis Class
Sivan Sabato
,
Naftali Tishby
Published in 2011.
Tight Sample Complexity of Large-Margin Learning
(
Citations: 1
)
Sivan Sabato
,
Nathan Srebro
,
Naftali Tishby
Published in 2010.
Reducing Label Complexity by Learning From Bags
Sivan Sabato
,
Nathan Srebro
,
Naftali Tishby
Journal:
Journal of Machine Learning Research - JMLR
, vol. 9, pp. 685-692, 2010
Learning and generalization with the information bottleneck
Ohad Shamir
,
Sivan Sabato
,
Naftali Tishby
Journal:
Theoretical Computer Science - TCS
, vol. 411, no. 29, pp. 2696-2711, 2010
Homogeneous Multi-Instance Learning with Arbitrary Dependence
Sivan Sabato
,
Naftali Tishby
Conference:
Computational Learning Theory - COLT
, 2009
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Citations
(22 times by 21 publications)
Relational Concepts and the Logic of Reciprocity
Yoad Winter
Conference:
Workshop on Logic, Language, Information and Computation - WOLLIC
, 2011
Grounding subgoals in information transitions
Sander G. van Dijk
,
Daniel Polani
Published in 2011.
Identifying symptoms of recurrent faults in log files of distributed information systems
(
Citations: 3
)
Thomas Reidemeister
,
Mohammad Ahmad Munawar
,
Paul A. S. Ward
Conference:
Network Operations and Management, IEEE Symposium - NOMS
, pp. 187-194, 2010
A spiking neuron as information bottleneck
(
Citations: 1
)
Lars Buesing
,
Wolfgang Maass
Journal:
Neural Computation - NECO
, vol. 22, no. 8, pp. 1961-1992, 2010
Probabilistic self-organizing maps for qualitative data
(
Citations: 2
)
Ezequiel López-Rubio
Journal:
Neural Networks
, vol. 23, no. 10, pp. 1208-1225, 2010
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