@ARTICLE{BegleiterE06,
author = {R. Begleiter and R. El-Yaniv},
title = {Superior Guarantees for Sequential Prediction and Lossless
Compression via Alphabet Decomposition},
journal = {Journal of Machine Learning Research},
year = {2006},
volume = {7},
pages = {379--411},
}
@TechReport{El-YanivPY06,
author = {R. El-Yaniv and D. Pechyony and E. Yom-Tov},
title = {Superior Multiclass Classification Through Margin-Optimized Single Binary Problem},
year = {2006},
month = {November},
number = {H-0243},
type = {Technical Report},
institution = {IBM Research Report},
}
@inproceedings{El-YanivP06,
author = {R. El-Yaniv and D. Pechyony},
title = {Stable Transductive Learning.},
booktitle = {Proceedings of the 19th Annual Conference on
Computational Learning Theory (COLT)},
year = {2006},
pages = {35-49},
}
@InProceedings{El-YanivN06,
author = {R. El-Yaniv and M. Nisenson},
title = {Optimal Single-Class Classification Strategies},
booktitle = "Advances in Neural Information Processing Systems (NIPS) 20",
publisher = "MIT Press",
address = "Cambridge, MA",
year = "2006",
}
@TechReport{BrookEIKMP06,
author = {A. Brook and R. El-Yaniv and E. Isler and R. Kimmel and R. Meir and D. Peleg},
title = {Breast Cancer Diagnosis From Biopsy Images Using Generic Features and SVMs},
year = {2006},
month = {September},
type = {Technical Report},
institution = {Technion - Israel Institute of Technology},
}
@InProceedings{BekkermanEM05,
author = {R. Bekkerman and R. El-Yaniv and A. McCallum},
title = {Multi-Way Distributional Clustering via Pairwise Interactions},
booktitle = {Proceedings of the 22nd International Conference on
Machine Learning (ICML)},
year = {2005},
pages = {41--48},
}
@ARTICLE{SharonBCEY05,
author = {I. Sharon and A. Birkland and K. Chang and R. El-Yaniv and G. Yona},
title = {Correcting BLAST E-values for Low-Complexity Segments},
year = {2005},
number = {7},
volume = {12},
pages = {978--1001},
journal = {Journal of Computational Biology},
}
@ARTICLE{El-YanivG05,
author = {R. El-Yaniv and L. Gerzon},
title = {Effective Transductive Learning via Objective Model Selection},
year = {2005},
number = {13},
volume = {26},
pages = {2104--2115},
journal = {Pattern Recognition Letters},
}
@TechReport{BegleiterE05,
author = {R. Begleiter and R. El-Yaniv},
title = {Superior Guarantees for Sequential Prediction and Lossless
Compression via Alphabet Decomposition},
year = {2005},
month = {August},
number = {CS-2005-13},
type = {Technical Report},
institution = {Technion - Israel Institute of Technology},
}
@TechReport{El-YanivER04,
author = {R. El-Yaniv and N. Etzion-Rosenberg},
title = {Hierarchical Multiclass Decompositions with Application
to Authorship Determination},
year = {2004},
month = {March},
number = {CS-2004-15},
type = {Technical Report},
institution = {Technion - Israel Institute of Technology},
}
@ARTICLE{DerbekoEM04,
author = {P. Derbeko and R. El-Yaniv and R. Meir},
title = {Explicit Learning Curves for Transductive Learning
and Application to Clustering and Compression Algorithms},
journal = {Journal of Artificial Intelligence Research (JAIR)},
year = {2004},
volume = {22},
pages = {117--142},
}
@ARTICLE{BegleiterEY04,
author = {R. Begleiter and R. El-Yaniv and G. Yona},
title = {On Prediction Using Variable Order Markov Models},
journal = {Journal of Artificial Intelligence Research (JAIR)},
year = {2004},
volume = {22},
pages = {385--421},
}
@TechReport{El-YanivG04,
author = {R. El-Yaniv and L. Gerzon},
title = {Effective Transductive Learning via PAC-Bayesian Model Selection},
year = {2004},
month = {February},
number = {CS-2004-05},
type = {Technical Report},
institution = {Technion - Israel Institute of Technology},
}
@ARTICLE{YaroshinskyES04,
author = {R. Yaroshinsky and R. {El-Yaniv} and S. Seiden},
title = {How to Better Use Expert Advice},
journal = {Machine Learning},
year = {2004},
volume = {55},
number = {3},
pages = {271--309},
month = {June},
}
@ARTICLE{BorodinEG04,
author = {A. Borodin and R. El-Yaniv and V. Gogan},
title = {Can We Learn to Beat the Best Stock},
journal = {Journal of Artificial Intelligence Research},
year = {2004},
volume = {21},
pages = {579-594},
month = {May},
}
@ARTICLE{BaramEL04,
author = {Y. Baram and R. El-Yaniv and K. Luz},
title = {Online Choice of Active Learning Algorithms},
journal = {Journal of Machine Learning Research},
year = {2004},
volume = {5},
pages = {255--291},
month = {March},
}
@ARTICLE{Ben-OrE03,
author = "M. Ben-Or and R. El-Yaniv",
title = "Optimally-Resilient Interactive Consistency in Constant Time",
journal = "Distributed Computing",
number = 16,
volume = 4,
pages = 249--262,
year = "2003",
}
@InProceedings{DerbekoEM03,
author = {P. Derbeko and R. El-Yaniv and R. Meir},
title = {Error Bounds for Transductive Learning via Compression and Clustering},
booktitle = "Advances in Neural Information Processing Systems (NIPS) 16",
publisher = "MIT Press",
address = "Cambridge, MA",
pages = "1085--1092",
year = "2003",
}
@InProceedings{BorodinEG03,
author = "A. Borodin and R. El-Yaniv and V. Gogan",
title = "Can We Learn to Beat the Best Stock",
booktitle = "Advances in Neural Information Processing Systems (NIPS) 16",
publisher = "MIT Press",
address = "Cambridge, MA",
pages = "345--352",
year = "2003",
}
@InProceedings{NisensonYEM03,
author = {M. Nisenson and I. Yariv and R. El-Yaniv and R. Meir},
title = {Towards Behaviometric Security Systems: Learning to Identify a Typist},
booktitle = {Proceedings of the 7th European Conference on Principles and Practice of
Knowledge Discovery in Databases (ECML/PKDD)},
year = {2003},
pages = {363--374},
}
@InProceedings{BaramEL03,
author = {Y. Baram and R. El-Yaniv and K. Luz},
title = {Online Choice of Active Learning Algorithms},
booktitle = {Proceedings of the Twentieth International Conference on
Machine Learning (ICML)},
year = {2003},
pages = {19--26},
}
@ARTICLE{BekkermanETW03,
author = {R. Bekkerman and R. El-Yaniv and N. Tishby and Y. Winter},
title = { Distributional Word Clusters vs. Words for Text Categorization},
year = {2003},
journal = {Journal of Machine Learning Research},
volume = {3},
pages = {1183--1208},
}
@InProceedings{BekkermanETW01,
author = {R. Bekkerman and R. El-Yaniv and N. Tishby and Y. Winter},
title = {On feature distributional clustering for text categorization},
booktitle = {Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval},
year = {2001},
pages = {146--153},
}
@InProceedings{DerbekoEM02,
author = {P. Derbeko and R. El-Yaniv and R. Meir},
title = {Variance Optimized Bagging},
booktitle = {Proceedings of the 13th European Conference on Machine Learning (ECML)},
year = {2002},
pages = {60--71},
}
@ARTICLE{NevoE02,
author = {Z. Nevo and R. El-Yaniv},
title = {On Online Learning of Decision Lists},
journal = {Journal of Machine Learning Research (JMLR)},
volume = {3},
month = {October},
year = {2002},
pages = {271--301},
}
@ARTICLE{BachrachER02,
author = {R. Bachrach and R. El-Yaniv and M. Reinstaedtler},
title = {On the Competitive Theory and Practice of List Accessing Algorithms},
year = {2002},
journal = {Algorithmica},
volume = {32},
pages = {201--246},
}
@ARTICLE{DubnovBELW02,
author = {S. Dubnov and Z. Bar-Joseph and R. El-Yaniv and D. Lischinski and M. Werman},
title = {Synthesizing Sound Textures through Wavelet Tree Learning},
year = {2002},
journal = {IEEE Computer Graphics and Applications},
volume = {22},
number = {4},
pages = {38--48},
}
@ARTICLE{DubnovEGSTY02,
author = {S. Dubnov and R. El-Yaniv and Y. Gdalyahu and E. Schneidman and N. Tishby and G. Yona},
title = {A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles},
journal = {Machine Learning},
volume = {47},
number = {1},
year = {2002},
pages = {35--61},
}
@InProceedings{El-YanivS01,
author = "R. El-Yaniv and O. Souroujon",
title = "Iterative Double Clustering for Unsupervised and Semi-Supervised Learning",
booktitle = "Advances in Neural Information Processing Systems (NIPS) 14",
editor = "T.G. Dietterich and S. Becker and Z. Ghahramani",
publisher = "MIT Press",
address = "Cambridge, MA",
pages = {1025--1032},
year = "2001",
}
@InProceedings{ShakhnarovichEB01,
author = {G. Shakhnarovich and R. El-Yaniv and Y. Baram},
title = {Smoothed Bootstrap and Statistical Data Cloning for Classifier Evaluation},
booktitle = {Proceedings of the Eighteenth International
Conference on Machine Learning (ICML)},
year = {2001},
pages = {521--528},
}
@ARTICLE{El-YanivFKT01,
author = {R. El-Yaniv and A. Fiat and R.M. Karp and G. Turpin},
title = {Optimal Search and One-Way Trading Online Algorithms},
year = {2001},
journal = {Algorithmica},
volume = {30},
number = {1},
pages = {101--139},
}
@ARTICLE{Bar-JosephELW01,
author = {Z. Bar-Joseph and R. El-Yaniv and D. Lischinski and M. Werman},
title = {Texture Mixing and Texture Movie Synthesis Using Statistical Learning},
journal = {IEEE Transactions on Visualization and Computer Graphics},
volume = {7},
number = {2},
year = {2001},
pages = {120--135},
}
@InProceedings{MeirEB00,
author = {R. Meir and R. El-Yaniv and S. Ben-David},
title = {Localized Boosting},
booktitle = {Proceedings of the Thirteenth Annual Conference on
Computational Learning Theory (COLT)},
year = {2000},
pages = {190--199},
}
@InProceedings{BorodinEG00,
author = {A. Borodin and R. El-Yaniv and V. Gogan},
title = {On the Competitive Theory and Practice of Portfolio Selection (Extended Abstract)},
year = {2000},
booktitle = {Proceedings of the 4th Latin American Symposium on Theoretical Informatics (LATIN'00)},
pages = {173--196},
}
@ARTICLE{BorodinE99,
author = {A. Borodin and R. El-Yaniv},
title = {On Randomization in On-Line Computation},
journal = {Information and Computation},
volume = {150},
number = {2},
year = {1999},
pages = {244--267},
}
@ARTICLE{El-YanivKL99,
author = {R. El-Yaniv and R. Kaniel and N. Linial},
title = {Competitive Optimal Online Leasing},
year = {1999},
journal = {Algorithmica},
volume = {25},
number = {1},
pages = {116--140},
}
@InProceedings{Bar-JosephDELW99,
author = {Z. Bar-Joseph and S. Dubnov and R. El-Yaniv and D. Lischinski and M. Werman},
year = {1999},
title = {Statistical Learning of Granular Synthesis Parameters with Applications for Sound Texture Synthesis},
booktitle = {Proceedings of the 1999 International Computer Music Conference (ICMC)},
pages = {178--181},
}
@InProceedings{DubnovAE98,
author = {S. Dubnov and G. Assayag and R. El-Yaniv},
year = {1998},
title = {Universal classification applied to musical sequences},
booktitle = {Proceedings of the 1998 International Computer Music Conference (ICMC)},
pages = {332--340},
}
@ARTICLE{El-Yaniv98,
author = {R. El-Yaniv},
title = {Competitive Solutions for Online Financial Problems},
journal = {ACM Computing Surveys},
volume = {30},
number = {1},
year = {1998},
pages = {28--69},
publisher = {ACM Press},
}
@InProceedings{BorodinE97,
author = {A. Borodin and R. El-Yaniv},
title = {On Randomization in On-Line Computation},
booktitle = {Proceedings of the 12th Annual IEEE
Conference on Computational Complexity (CCC '97)},
year = {1997},
pages = {226--238},
}
@ARTICLE{El-YanivK97,
author = {R. El-Yaniv and R.M. Karp},
title = {Nearly Optimal Competitive Online Replacement Policies},
journal = {Mathematics of Operations Research},
volume = {22},
number = {4},
year = {1997},
pages = {814--839},
}
@InProceedings{BachrachE97,
author = {R. Bachrach and R. El-Yaniv},
title = {Online list Accessing Algorithms and Their Applications: Recent Empirical Evidence},
booktitle = {Proceedings of the eighth annual {ACM-SIAM} symposium on Discrete algorithms (SODA)},
year = {1997},
pages = {53--62},
}
@InProceedings{El-YanivFT97,
author = {R. El-Yaniv and S. Fine and N. Tishby},
title = {Agnostic Classification of Markovian sequences},
booktitle = {Proceedings of Neural Information Processing Systems (NIPS)},
year = {1997},
pages = {465--471},
publisher = {MIT Press},
}
@TechReport{El-Yaniv96august,
author = {R. El-Yaniv},
title = {Is it Rational to be Competitive? On the Decision Theoretic Foundations of the Competitive Ratio},
year = {1996},
month = {August},
number = {113},
type = {Discussion Paper},
institution = {Hebrew University of Jerusalem, Center for Rationality and
Interactive Decision Theory},
}
@TechReport{El-Yaniv96june,
author = {R. El-Yaniv},
title = {There are Infinitely Many Competitive-Optimal Online List Accessing Algorithms},
year = {1996},
month = {June},
number = {103},
type = {Discussion Paper},
institution = {Hebrew University of Jerusalem, Center for Rationality and
Interactive Decision Theory},
}
@ARTICLE{El-YanivK95,
author = {R. El-Yaniv and J. Kleinberg},
title = {Geometric Two-Server Algorithms},
journal = {Information Processing Letters},
volume = {53},
number = {6},
year = {1995},
pages = {355--358},
}
@InProceedings{ChouCEKL95,
author = {A. Chou and J. Cooperstock and R. El-Yaniv and M. Klugerman and T. Leighton},
title = {The Statistical Adversary Allows Optimal Money-Making Trading Strategies},
booktitle = {Proceedings of the {Sixth} Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)},
year = {1995},
pages = {467--476},
}
@InProceedings{El-YanivK93,
author = "R. El-Yaniv and R.M. Karp",
title = "The Mortgage Problem",
booktitle = "2nd Israel Symposium on Theory of Computing and Systems",
pages = "304--312",
year = "1993",
}
@InProceedings{El-YanivFKT92,
author = "R. El-Yaniv and A. Fiat and R.M. Karp and G. Turpin",
title = "Competitive Analysis of Financial Games",
booktitle = "{IEEE} Symposium on Foundations of Computer Science (FOCS)",
pages = "327--333",
year = "1992",
}
@InProceedings{AnagnostouEH92,
author = {E. Anagnostou and R. El-Yaniv and V. Hadzilacos},
title = {Memory Adaptive Self-Stabilizing Protocols},
booktitle = {Proceedings of the 6th International Workshop on Distributed Algorithms},
year = {1992},
pages = {203--220},
publisher = {Springer-Verlag},
}
@InProceedings{AnagnostouE91,
author = {E. Anagnostou and R. El-Yaniv},
title = {More on the Power of Random Walks: Uniform Self-Stabilizing Randomized Algorithms},
booktitle = {Proceedings of the 5th International Workshop on Distributed Algorithms},
year = {1991},
pages = {31--51},
publisher = {Springer-Verlag},
publisher = {Springer-Verlag},
}