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Shai Ben-David
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Understanding machine learning: From theory to algorithms
S Shalev-Shwartz, S Ben-David
Cambridge university press, 2014
72852014
A theory of learning from different domains
S Ben-David, J Blitzer, K Crammer, A Kulesza, F Pereira, JW Vaughan
Machine learning 79, 151-175, 2010
35232010
Analysis of representations for domain adaptation
S Ben-David, J Blitzer, K Crammer, F Pereira
Advances in neural information processing systems 19, 2006
23922006
Detecting change in data streams
D Kifer, S Ben-David, J Gehrke
VLDB 4, 180-191, 2004
11742004
On the power of randomization in on-line algorithms
S Ben-David, A Borodin, R Karp, G Tardos, A Wigderson
Algorithmica 11, 2-14, 1994
5841994
Scale-sensitive dimensions, uniform convergence, and learnability
N Alon, S Ben-David, N Cesa-Bianchi, D Haussler
Journal of the ACM (JACM) 44 (4), 615-631, 1997
5821997
Exploiting task relatedness for multiple task learning
S Ben-David, R Schuller
Learning Theory and Kernel Machines: 16th Annual Conference on Learning …, 2003
5422003
Empirical risk minimization under fairness constraints
M Donini, L Oneto, S Ben-David, JS Shawe-Taylor, M Pontil
Advances in neural information processing systems 31, 2018
4582018
Impossibility theorems for domain adaptation
SB David, T Lu, T Luu, D Pál
Proceedings of the Thirteenth International Conference on Artificial …, 2010
3312010
On the theory of average case complexity
S Ben-David, B Chor, O Goldreich
Proceedings of the twenty-first annual ACM symposium on Theory of computing …, 1989
3251989
A sober look at clustering stability
S Ben-David, U Von Luxburg, D Pál
Learning Theory: 19th Annual Conference on Learning Theory, COLT 2006 …, 2006
3032006
Measures of clustering quality: A working set of axioms for clustering
S Ben-David, M Ackerman
Advances in neural information processing systems 21, 2008
2532008
The temporal logic Sugar
I Beer, S Ben-David, C Eisner, D Fisman, A Gringauze, Y Rodeh
Computer Aided Verification: 13th International Conference, CAV 2001 Paris …, 2001
2192001
On the difficulty of approximately maximizing agreements
S Ben-David, N Eiron, PM Long
Journal of Computer and System Sciences 66 (3), 496-514, 2003
2132003
Clusterability: A theoretical study
M Ackerman, S Ben-David
Artificial intelligence and statistics, 1-8, 2009
1742009
Characterizations of Learnability for Classes of {0,..., n)-Valued Functions
S Ben-David, N Cesa-Bianchi, D Haussler, P Long
174*
Agnostic Online Learning.
S Ben-David, D Pál, S Shalev-Shwartz
COLT 3, 1, 2009
1732009
Does Unlabeled Data Provably Help? Worst-case Analysis of the Sample Complexity of Semi-Supervised Learning.
S Ben-David, T Lu, D Pál
COLT, 33-44, 2008
1632008
A new measure for the study of on-line algorithms
S Ben-David, A Borodin
Algorithmica 11, 73-91, 1994
1621994
A uniqueness theorem for clustering
RB Zadeh, S Ben-David
arXiv preprint arXiv:1205.2600, 2012
1412012
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