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All publications by Ran El-yaniv
authors venues years



Concept Drift Detection Through Resampling
Maayan Harel, Shie Mannor, Ran El-yaniv and Koby Crammer
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Pointwise Tracking the Optimal Regression Function
Yair Wiener and Ran El-yaniv
Advances in Neural Information Processing Systems 25, 2012


Agnostic Selective Classification
Yair Wiener and Ran El-yaniv
Advances in Neural Information Processing Systems 24, 2011


Selective Prediction of Financial Trends with Hidden Markov Models
Dmitry Pidan and Ran El-yaniv
Advances in Neural Information Processing Systems 24, 2011


Optimal Single-Class Classification Strategies
Ran El-yaniv and Mordechai Nisenson
Advances in Neural Information Processing Systems 19, 2006


Superior Guarantees for Sequential Prediction and Lossless Compression via Alphabet Decomposition
Ron Begleiter and Ran El-yaniv
Journal of Machine Learning Research, 2006


Multi-way distributional clustering via pairwise interactions
Ron Bekkerman, Ran El-yaniv and Andrew Mccallum
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Online Choice of Active Learning Algorithms
Yoram Baram, Ran El-yaniv and Kobi Luz
Journal of Machine Learning Research, 2004


Online Choice of Active Learning Algorithms
Yoram Baram, Ran El-yaniv and Kobi Luz
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


Error Bounds for Transductive Learning via Compression and Clustering
Philip Derbeko, Ran El-yaniv and Ron Meir
Advances in Neural Information Processing Systems 16, 2003


Can We Learn to Beat the Best Stock
Allan Borodin, Ran El-yaniv and Vincent Gogan
Advances in Neural Information Processing Systems 16, 2003


Distributional Word Clusters vs. Words for Text Categorization
Ron Bekkerman, Ran El-yaniv, Naftali Tishby and Yoad Winter
Journal of Machine Learning Research, 2003


On Online Learning of Decision Lists
Ziv Nevo and Ran El-yaniv
Journal of Machine Learning Research, 2002


Iterative Double Clustering for Unsupervised and Semi-Supervised Learning
Ran El-yaniv and Oren Souroujon
Advances in Neural Information Processing Systems 14, 2001