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1

Online Learning versus Offline Learning

Shai Ben-David, Eyal Kushilevitz, Yishay Mansour

Journal:

Machine Learning

Année:

1997

Langue:

english

Fichier:

PDF, 369 KB

english, 1997

2

Understanding Machine Learning (From Theory to Algorithms) || Neural Networks

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 358 KB

english, 2014

3

A theory of learning from different domains

Shai Ben-David, John Blitzer, Koby Crammer, Alex Kulesza, Fernando Pereira, Jennifer Wortman Vaughan

Journal:

Machine Learning

Année:

2010

Langue:

english

Fichier:

PDF, 700 KB

english, 2010

4

Understanding Machine Learning (From Theory to Algorithms) || Dimensionality Reduction

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 464 KB

english, 2014

5

Learnability can be undecidable

Ben-David, Shai, Hrubeš, Pavel, Moran, Shay, Shpilka, Amir, Yehudayoff, Amir

Journal:

Nature Machine Intelligence

Année:

2019

Langue:

english

Fichier:

PDF, 1.59 MB

english, 2019

6

A modal logic for subjective default reasoning

Shai Ben-David, Rachel Ben-Eliyahu-Zohary

Journal:

Artificial Intelligence

Année:

2000

Langue:

english

Fichier:

PDF, 168 KB

english, 2000

7

Understanding Machine Learning (From Theory to Algorithms) || Nonuniform Learnability

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 234 KB

english, 2014

8

Understanding Machine Learning (From Theory to Algorithms) || Preface

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 47 KB

english, 2014

9

Understanding Machine Learning (From Theory to Algorithms) || Decision Trees

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 179 KB

english, 2014

10

Understanding Machine Learning (From Theory to Algorithms) || Support Vector Machines

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 229 KB

english, 2014

11

Understanding Machine Learning (From Theory to Algorithms) || Nearest Neighbor

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 212 KB

english, 2014

12

Souslin trees and successors of singular cardinals

Shai Ben-David, Saharon Shelah

Journal:

Annals of Pure and Applied Logic

Année:

1986

Langue:

english

Fichier:

PDF, 878 KB

english, 1986

13

A notion of task relatedness yielding provable multiple-task learning guarantees

Shai Ben-David, Reba Schuller Borbely

Journal:

Machine Learning

Année:

2008

Langue:

english

Fichier:

PDF, 441 KB

english, 2008

14

Localization vs. Identification of Semi-Algebraic Sets

Shai Ben-David, Michael Lindenbaum

Journal:

Machine Learning

Année:

1998

Langue:

english

Fichier:

PDF, 215 KB

english, 1998

15

Self-Directed Learning and Its Relation to the VC-Dimension and to Teacher-Directed Learning

Shai Ben-David, Nadav Eiron

Journal:

Machine Learning

Année:

1998

Langue:

english

Fichier:

PDF, 113 KB

english, 1998

16

Learning Changing Concepts by Exploiting the Structure of Change

Peter L. Bartlett, Shai Ben-David, Sanjeev R. Kulkarni

Journal:

Machine Learning

Année:

2000

Langue:

english

Fichier:

PDF, 113 KB

english, 2000

17

On Shelah’s compactness of cardinals

Journal:

Israel Journal of Mathematics

Année:

1978

Langue:

english

Fichier:

PDF, 1.07 MB

english, 1978

18

Understanding Machine Learning (From Theory to Algorithms) || Rademacher Complexities

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 171 KB

english, 2014

19

Understanding Machine Learning (From Theory to Algorithms) || Generative Models

Shalev-Shwartz, Shai, Ben-David, Shai

Année:

2014

Langue:

english

Fichier:

PDF, 183 KB

english, 2014

20

On the theory of average case complexity

Shai Ben-David, Benny Chor, Oded Goldreich, Michel Luby

Journal:

Journal of Computer and System Sciences

Année:

1992

Langue:

english

Fichier:

PDF, 1.84 MB

english, 1992

21

A framework for statistical clustering with constant time approximation algorithms forK-median andK-means clustering

Journal:

Machine Learning

Année:

2007

Langue:

english

Fichier:

PDF, 389 KB

english, 2007

22

The weak □* is really weaker than the full □

Ben-David, Shai, Magidor, Menachem

Journal:

Journal of Symbolic Logic

Année:

1986

Langue:

english

Fichier:

PDF, 149 KB

english, 1986

23

Scale-sensitive dimensions, uniform convergence, and learnability

Alon, Noga, Ben-David, Shai, Cesa-Bianchi, Nicolò, Haussler, David

Journal:

Journal of the ACM

Année:

1997

Langue:

english

Fichier:

PDF, 325 KB

english, 1997

24

The Two-Cardinals Transfer Property and Resurrection of Supercompactness

Shai Ben-David and Saharon Shelah

Journal:

Proceedings of the American Mathematical Society

Année:

1996

Langue:

english

Fichier:

PDF, 295 KB

english, 1996

25

A Note on VC-Dimension and Measure of Sets of Reals

BEN-DAVID, SHAI, GURVITS, LEONID

Journal:

Combinatorics Probability & Computing

Année:

2000

Langue:

english

Fichier:

PDF, 231 KB

english, 2000

26

10.1090/s0002-9939-96-03327-8

Ben-David, Shai, Shelah, Saharon

Journal:

Proceedings of the American Mathematical Society

Année:

1996

Langue:

english

Fichier:

PDF, 356 KB

english, 1996

27

Learning Distributions by Their Density Levels: A Paradigm for Learning without a Teacher

Shai Ben-David, Michael Lindenbaum

Journal:

Journal of Computer and System Sciences

Année:

1997

Langue:

english

Fichier:

PDF, 433 KB

english, 1997

28

Learning with Restricted Focus of Attention

Shai Ben-David, Eli Dichterman

Journal:

Journal of Computer and System Sciences

Année:

1998

Langue:

english

Fichier:

PDF, 680 KB

english, 1998

29

The Computational Complexity of Densest Region Detection

Shai Ben-David, Nadav Eiron, Hans Ulrich Simon

Journal:

Journal of Computer and System Sciences

Année:

2002

Langue:

english

Fichier:

PDF, 296 KB

english, 2002

30

Foreword

Shai Ben-David, John Case, Thomas Zeugmann

Journal:

Theoretical Computer Science

Année:

2007

Langue:

english

Fichier:

PDF, 137 KB

english, 2007

31

On the difficulty of approximately maximizing agreements

Shai Ben-David, Nadav Eiron, Philip M. Long

Journal:

Journal of Computer and System Sciences

Année:

2003

Langue:

english

Fichier:

PDF, 211 KB

english, 2003

32

Combinatorial variability of vapnik-chervonenkis classes with applications to sample compression schemes

Shai Ben-David, Ami Litman

Journal:

Discrete Applied Mathematics

Année:

1998

Langue:

english

Fichier:

PDF, 1.52 MB

english, 1998

33

Hardness results for neural network approximation problems

Peter L. Bartlett, Shai Ben-David

Journal:

Theoretical Computer Science

Année:

2002

Langue:

english

Fichier:

PDF, 134 KB

english, 2002

34

ITS2 sequences as barcodes for identifying and analyzing spider mites (Acari: Tetranychidae)

Tselila Ben-David, Sarah Melamed, Uri Gerson, Shai Morin

Journal:

Experimental and Applied Acarology

Année:

2007

Langue:

english

Fichier:

PDF, 237 KB

english, 2007

35

Asymmetric reproductive interference between two closely related spider mites:Tetranychus urticaeandT. turkestani(Acari: Tetranychidae)

Tselila Ben-David, Uri Gerson, Shai Morin

Journal:

Experimental and Applied Acarology

Année:

2009

Langue:

english

Fichier:

PDF, 574 KB

english, 2009

36

VC-Dimension Analysis of Object Recognition Tasks

Michael Lindenbaum, Shai Ben-David

Journal:

Journal of Mathematical Imaging and Vision

Année:

1999

Langue:

english

Fichier:

PDF, 267 KB

english, 1999

37

On shelah’s compactness of cardinals

Journal:

Israel Journal of Mathematics

Année:

1978

Fichier:

PDF, 25 KB

1978

38

Non-special Aronszajn trees on ℵω+1

Shai Ben-David, Saharon Shelah

Journal:

Israel Journal of Mathematics

Année:

1986

Langue:

english

Fichier:

PDF, 169 KB

english, 1986

39

Domain adaptation–can quantity compensate for quality?

Ben-David, Shai, Urner, Ruth

Journal:

Annals of Mathematics and Artificial Intelligence

Année:

2014

Langue:

english

Fichier:

PDF, 388 KB

english, 2014

40

[IEEE 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010) - Long Beach, CA, USA (2010.03.1-2010.03.6)] 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010) - ProbClean: A probabilistic duplicate detection system

Beskales, George, Soliman, Mohamed A., Ilyas, Ihab F., Ben-David, Shai, Kim, Yubin

Année:

2010

Langue:

english

Fichier:

PDF, 364 KB

english, 2010

41

[Lecture Notes in Computer Science] Computational Learning Theory Volume 1208 || On learning branching programs and small depth circuits

Ben-David, Shai

Année:

1997

Langue:

english

Fichier:

PDF, 657 KB

english, 1997

42

[ACM Press the twenty-fourth annual ACM symposium - Victoria, British Columbia, Canada (1992.05.04-1992.05.06)] Proceedings of the twenty-fourth annual ACM symposium on Theory of computing - STOC '92 - Can finite samples detect singularities of real-valued functions?

Ben-David, Shai

Année:

1992

Langue:

english

Fichier:

PDF, 828 KB

english, 1992

43

[ACM Press the ninth annual conference - Desenzano del Garda, Italy (1996.06.28-1996.07.01)] Proceedings of the ninth annual conference on Computational learning theory - COLT '96 - Learning changing concepts by exploiting the structure of change

Bartlett, Peter L., Ben-David, Shai, Kulkarni, Sanjeev R.

Année:

1996

Langue:

english

Fichier:

PDF, 844 KB

english, 1996

44

[ACM Press the sixth annual conference - Santa Cruz, California, United States (1993.07.26-1993.07.28)] Proceedings of the sixth annual conference on Computational learning theory - COLT '93 - On learning in the limit and non-uniform (ε,δ)-learning

Ben-David, Shai, Jacovi, Michal

Année:

1993

Langue:

english

Fichier:

PDF, 725 KB

english, 1993

45

[ACM Press the eighth annual conference - Santa Cruz, California, United States (1995.07.05-1995.07.08)] Proceedings of the eighth annual conference on Computational learning theory - COLT '95 - A note on VC-dimension and measures of sets of reals

Ben-David, Shai, Gurvits, Leonid

Année:

1995

Langue:

english

Fichier:

PDF, 664 KB

english, 1995

46

[ACM Press the twenty-ninth annual ACM symposium - El Paso, Texas, United States (1997.05.04-1997.05.06)] Proceedings of the twenty-ninth annual ACM symposium on Theory of computing - STOC '97 - A composition theorem for learning algorithms with applications to geometric concept classes

Ben-David, Shai, Bshouty, Nader H., Kushilevitz, Eyal

Année:

1997

Langue:

english

Fichier:

PDF, 1.22 MB

english, 1997

47

[ACM Press the sixth annual conference - Santa Cruz, California, United States (1993.07.26-1993.07.28)] Proceedings of the sixth annual conference on Computational learning theory - COLT '93 - Learning with restricted focus of attention

Ben-David, Shai, Dichterman, Eli

Année:

1993

Langue:

english

Fichier:

PDF, 1.05 MB

english, 1993

48

[ACM Press the eighth annual conference - Santa Cruz, California, United States (1995.07.05-1995.07.08)] Proceedings of the eighth annual conference on Computational learning theory - COLT '95 - On self-directed learning

Ben-David, Shai, Eiron, Nadav, Kushilevitz, Eyal

Année:

1995

Langue:

english

Fichier:

PDF, 731 KB

english, 1995

49

[ACM Press the eighth ACM SIGKDD international conference - Edmonton, Alberta, Canada (2002.07.23-2002.07.26)] Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 - A theoretical framework for learning from a pool of disparate data sources

Ben-David, Shai, Gehrke, Johannes, Schuller, Reba

Année:

2002

Langue:

english

Fichier:

PDF, 679 KB

english, 2002

50

[ACM Press the sixth annual conference - Santa Cruz, California, United States (1993.07.26-1993.07.28)] Proceedings of the sixth annual conference on Computational learning theory - COLT '93 - Localization vs. identification of semi-algebraic sets

Ben-David, Shai, Lindenbaum, Michael

Année:

1993

Langue:

english

Fichier:

PDF, 905 KB

english, 1993