| Binarynet: Training deep neural networks with weights and activations constrained to+ 1 or-1 YB M Courbariaux | 3872* | |
| Binarized Neural Networks: Training Neural Networks with Weights and Activations Constrained to+ 1 or− B Courbariaux, Hubara, Soudry, El-Yaniv arXiv preprint arXiv:1602.02830, 2016 | 3870 | 2016 |
| Online computation and competitive analysis A Borodin, R El-Yaniv Cambridge University Press 2, 123-149, 1998 | 3538* | 1998 |
| Binarized neural networks I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio Advances in neural information processing systems 29, 2016 | 2773 | 2016 |
| Quantized neural networks: Training neural networks with low precision weights and activations I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio journal of machine learning research 18 (187), 1-30, 2018 | 2411 | 2018 |
| Deep anomaly detection using geometric transformations I Golan, R El-Yaniv Advances in neural information processing systems 31, 2018 | 824 | 2018 |
| Selective classification for deep neural networks Y Geifman, R El-Yaniv Advances in neural information processing systems 30, 2017 | 700 | 2017 |
| On prediction using variable order Markov models R Begleiter, R El-Yaniv, G Yona J. Artif. Intell. Res. (JAIR) 22, 385-421, 2004 | 594 | 2004 |
| Online choice of active learning algorithms Y Baram, RE Yaniv, K Luz Journal of Machine Learning Research 5 (Mar), 255-291, 2004 | 552 | 2004 |
| Distributional word clusters vs. words for text categorization YW R Bekkerman, R El-Yaniv, N Tishby Journal of Machine Learning Research 1, 1-48, 2002 | 466* | 2002 |
| Distributional word clusters vs. words for text categorization YW R Bekkerman, R El-Yaniv, N Tishby Journal of Machine Learning Research, 2002 | 466* | 2002 |
| On the Foundations of Noise-free Selective Classification. R El-Yaniv Journal of Machine Learning Research 11 (5), 2010 | 426 | 2010 |
| Selectivenet: A deep neural network with an integrated reject option Y Geifman, R El-Yaniv International conference on machine learning, 2151-2159, 2019 | 409 | 2019 |
| Texture mixing and texture movie synthesis using statistical learning Z Bar-Joseph, R El-Yaniv, D Lischinski, M Werman IEEE Transactions on visualization and computer graphics 7 (2), 120-135, 2001 | 346 | 2001 |
| Can we learn to beat the best stock A Borodin, R El-Yaniv, V Gogan Advances in Neural Information Processing Systems 16, 2003 | 325 | 2003 |
| Optimal search and one-way trading online algorithms R El-Yaniv, A Fiat, RM Karp, G Turpin Algorithmica 30 (1), 101-139, 2001 | 260 | 2001 |
| Methods and systems of supervised learning of semantic relatedness ELY Ran, D Yanay US Patent 8,909,648, 2014 | 231 | 2014 |
| On feature distributional clustering for text categorization R Bekkerman, R El-Yaniv, N Tishby, Y Winter Proceedings of the 24th annual international ACM SIGIR conference on …, 2001 | 206 | 2001 |
| Deep active learning over the long tail Y Geifman, R El-Yaniv arXiv preprint arXiv:1711.00941, 2017 | 181 | 2017 |
| Learn on source, refine on target: A model transfer learning framework with random forests N Segev, M Harel, S Mannor, K Crammer, R El-Yaniv IEEE transactions on pattern analysis and machine intelligence 39 (9), 1811-1824, 2016 | 152 | 2016 |
