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Dmitry Pechyony
Dmitry Pechyony
Berkshire Grey
Keine bestätigte E-Mail-Adresse - Startseite
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Zitiert von
Zitiert von
Jahr
On the theory of learnining with privileged information
D Pechyony, V Vapnik
Advances in neural information processing systems 23, 2010
1352010
Generalization bounds for online learning algorithms with pairwise loss functions
Y Wang, R Khardon, D Pechyony, R Jones
Conference on Learning Theory, 13.1-13.22, 2012
972012
Transductive rademacher complexity and its applications
R El-Yaniv, D Pechyony
Journal of Artificial Intelligence Research 35, 193-234, 2009
782009
SMO-Style Algorithms for Learning Using Privileged Information.
D Pechyony, R Izmailov, A Vashist, V Vapnik
Dmin 10, 235-241, 2010
752010
Stability of transductive regression algorithms
C Cortes, M Mohri, D Pechyony, A Rastogi
Proceedings of the 25th international conference on Machine learning, 176-183, 2008
542008
Stable transductive learning
R El-Yaniv, D Pechyony
Learning Theory: 19th Annual Conference on Learning Theory, COLT 2006 …, 2006
452006
Transductive rademacher complexity and its applications
R El-Yaniv, D Pechyony
International Conference on Computational Learning Theory, 157-171, 2007
402007
Fast optimization algorithms for solving SVM+
D Pechyony, V Vapnik
Stat. Learning and Data Science 1, 2011
322011
Large margin vs. large volume in transductive learning
R El-Yaniv, D Pechyony, V Vapnik
Machine Learning 72, 173-188, 2008
302008
Decision trees: More theoretical justification for practical algorithms
A Fiat, D Pechyony
Algorithmic Learning Theory: 15th International Conference, ALT 2004, Padova …, 2004
282004
Solving large scale linear SVM with distributed block minimization
D Pechyony, L Shen, R Jones
NIPS 2011 workshop on big learning: Algorithms, systems, and tools for …, 2011
242011
Better multiclass classification via a margin-optimized single binary problem
R El-Yaniv, D Pechyony, E Yom-Tov
Pattern Recognition Letters 29 (14), 1954-1959, 2008
202008
Theory and practice of transductive learning
D Pechyony, R El-Yaniv
Computer Science Department, Technion, 2009
162009
Stability analysis and learning bounds for transductive regression algorithms
C Cortes, M Mohri, D Pechyony, A Rastogi
arXiv preprint arXiv:0904.0814, 2009
142009
A joint optimization of incrementality and revenue to satisfy both advertiser and publisher
D Pechyony, R Jones, X Li
Proceedings of the 22nd International Conference on World Wide Web, 123-124, 2013
122013
Online learning with pairwise loss functions
Y Wang, R Khardon, D Pechyony, R Jones
arXiv preprint arXiv:1301.5332, 2013
112013
Repairing self-confident active–transductive learners using systematic exploration
R Begleiter, R El-Yaniv, D Pechyony
Pattern Recognition Letters 29 (9), 1245-1251, 2008
72008
Parallel training of a support vector machine (SVM) with distributed block minimization
D Pechyony, L Shen, R Jones
US Patent 9,569,401, 2017
62017
Superior multi-class classification through a margin-optimized single binary problem
R El-Yaniv, D Pechyony, E Yom-Tov
Technical Report H-0243, IBM, 2006
22006
Decision trees: More theoretical justification for practical algorithms
D Pechyony
University of Tel-Aviv, 2004
22004
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