| Deep metric learning using triplet network E Hoffer, N Ailon Similarity-based pattern recognition: third international workshop, SIMBAD …, 2015 | 2637 | 2015 |
| Aggregating inconsistent information: ranking and clustering N Ailon, M Charikar, A Newman Journal of the ACM (JACM) 55 (5), 1-27, 2008 | 1100 | 2008 |
| Approximate nearest neighbors and the fast Johnson-Lindenstrauss transform N Ailon, B Chazelle Proceedings of the thirty-eighth annual ACM symposium on Theory of computing …, 2006 | 608 | 2006 |
| The fast Johnson–Lindenstrauss transform and approximate nearest neighbors N Ailon, B Chazelle SIAM Journal on computing 39 (1), 302-322, 2009 | 606 | 2009 |
| Streaming k-means approximation N Ailon, R Jaiswal, C Monteleoni Advances in neural information processing systems 22, 2009 | 272 | 2009 |
| Fast dimension reduction using Rademacher series on dual BCH codes N Ailon, E Liberty Discrete & Computational Geometry 42, 615-630, 2009 | 265 | 2009 |
| Aggregation of partial rankings, p-ratings and top-m lists N Ailon Algorithmica 57 (2), 284-300, 2010 | 203 | 2010 |
| An almost optimal unrestricted fast Johnson-Lindenstrauss transform N Ailon, E Liberty ACM Transactions on Algorithms (TALG) 9 (3), 1-12, 2013 | 170 | 2013 |
| Reducing dueling bandits to cardinal bandits N Ailon, Z Karnin, T Joachims International Conference on Machine Learning, 856-864, 2014 | 144 | 2014 |
| An Active Learning Algorithm for Ranking from Pairwise Preferences with an Almost Optimal Query Complexity. N Ailon Journal of Machine Learning Research 13 (1), 2012 | 143 | 2012 |
| Estimating the distance to a monotone function N Ailon, B Chazelle, S Comandur, D Liu Random Structures & Algorithms 31 (3), 371-383, 2007 | 108 | 2007 |
| An efficient reduction of ranking to classification N Ailon, M Mohri arXiv preprint arXiv:0710.2889, 2007 | 92 | 2007 |
| Faster dimension reduction N Ailon, B Chazelle Communications of the ACM 53 (2), 97-104, 2010 | 86 | 2010 |
| Information theory in property testing and monotonicity testing in higher dimension N Ailon, B Chazelle Information and Computation 204 (11), 1704-1717, 2006 | 74 | 2006 |
| Self-improving algorithms N Ailon, B Chazelle, KL Clarkson, D Liu, W Mulzer, C Seshadhri SIAM Journal on Computing 40 (2), 350-375, 2011 | 68 | 2011 |
| Property-preserving data reconstruction N Ailon, B Chazelle, S Comandur, D Liu Algorithmica 51, 160-182, 2008 | 67 | 2008 |
| Improved approximation algorithms for bipartite correlation clustering N Ailon, N Avigdor-Elgrabli, E Liberty, A Van Zuylen SIAM Journal on Computing 41 (5), 1110-1121, 2012 | 65 | 2012 |
| Fitting tree metrics: Hierarchical clustering and phylogeny N Ailon, M Charikar 46th Annual IEEE Symposium on Foundations of Computer Science (FOCS'05), 73-82, 2005 | 59 | 2005 |
| Active learning ranking from pairwise preferences with almost optimal query complexity N Ailon Advances in Neural Information Processing Systems 24, 2011 | 56 | 2011 |
| Dense fast random projections and lean walsh transforms E Liberty, N Ailon, A Singer Approximation, Randomization and Combinatorial Optimization. Algorithms and …, 2008 | 56 | 2008 |
