Ailon, Nir

19 publications

ICML 2025 Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Akhiad Bercovich, Tomer Ronen, Talor Abramovich, Nir Ailon, Nave Assaf, Mohammed Dabbah, Ido Galil, Amnon Geifman, Yonatan Geifman, Izhak Golan, Netanel Haber, Ehud Dov Karpas, Roi Koren, Itay Levy, Pavlo Molchanov, Shahar Mor, Zach Moshe, Najeeb Nabwani, Omri Puny, Ran Rubin, Itamar Schen, Ido Shahaf, Oren Tropp, Omer Ullman Argov, Ran Zilberstein, Ran El-Yaniv

UAI 2021 Sparse Linear Networks with a Fixed Butterfly Structure: Theory and Practice Nir Ailon, Omer Leibovitch, Vineet Nair

JMLR 2018 A New and Flexible Approach to the Analysis of Paired Comparison Data Ivo F. D. Oliveira, Nir Ailon, Ori Davidov

ICLR 2017 Semi-Supervised Deep Learning by Metric Embedding Elad Hoffer, Nir Ailon

ICLR 2015 Deep Metric Learning Using Triplet Network Elad Hoffer, Nir Ailon

JMLR 2015 Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints Nir Ailon, Yudong Chen, Huan Xu

JMLR 2014 Active Learning Using Smooth Relative Regret Approximations with Applications Nir Ailon, Ron Begleiter, Esther Ezra

ALT 2014 Bandit Online Optimization over the Permutahedron Nir Ailon, Kohei Hatano, Eiji Takimoto

AISTATS 2014 Improved Bounds for Online Learning over the Permutahedron and Other Ranking Polytopes Nir Ailon

ICML 2014 Reducing Dueling Bandits to Cardinal Bandits Nir Ailon, Zohar Karnin, Thorsten Joachims

ICML 2013 Breaking the Small Cluster Barrier of Graph Clustering Nir Ailon, Yudong Chen, Huan Xu

ALT 2013 Learning and Optimizing with Preferences Nir Ailon

COLT 2012 Active Learning Using Smooth Relative Regret Approximations with Applications Nir Ailon, Ron Begleiter, Esther Ezra

JMLR 2012 An Active Learning Algorithm for Ranking from Pairwise Preferences with an Almost Optimal Query Complexity Nir Ailon

NeurIPS 2011 Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity Nir Ailon

MLJ 2010 Preference-Based Learning to Rank Nir Ailon, Mehryar Mohri

NeurIPS 2009 Streaming K-Means Approximation Nir Ailon, Ragesh Jaiswal, Claire Monteleoni

COLT 2008 An Efficient Reduction of Ranking to Classification Nir Ailon, Mehryar Mohri

NeurIPS 2008 Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking Nir Ailon