Aryeh Kontorovich

Cited by

	All	Since 2018
Citations	2175	1465
h-index	28	22
i10-index	49	41

320

160

240

20052006200720082009201020112012201320142015201620172018201920202021202220236 18 18 24 18 25 11 30 62 97 112 126 128 134 205 264 250 307 301

Public access

View all

6 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Lee-Ad GottliebAssociate Professor, Computer Science, Ariel UniversityVerified email at ariel.ac.il
Daniel BerendBen-Gurion University of the NegevVerified email at cs.bgu.ac.il
Geoffrey WolferRIKEN AIPVerified email at riken.jp
Roi WeissAriel UniversityVerified email at ariel.ac.il
Steve HannekePurdue UniversityVerified email at ttic.edu
Idan AttiasPhD candidate, Ben Gurion UniversityVerified email at post.bgu.ac.il
Robert KrauthgamerWeizmann Institute of ScienceVerified email at weizmann.ac.il
Sivan SabatoMcMaster UniversityVerified email at mcmaster.ca
Yishay MansourTel Aviv UniversityVerified email at tauex.tau.ac.il
Ari TrachtenbergProfessor of Electrical and Computer Engineering, Boston UniversityVerified email at bu.edu
Boaz NadlerWeizmann Institute of Science, IsraelVerified email at weizmann.ac.il
Matan LeviResearch scientist, IBM Research | Ben gurion universityVerified email at post.bgu.ac.il
Daniel HsuColumbia UniversityVerified email at cs.columbia.edu
Mehryar MohriHead, Learning Theory Team, Google Research; Professor, Courant Institute of Mathematical Sciences.Verified email at google.com
Corinna CortesGoogle Research, NYVerified email at google.com
Menachem SadigurschiPhD student, Ben Gurion University of the NegevVerified email at post.bgu.ac.il
Kavita RamananBrown UniversityVerified email at brown.edu
Csaba SzepesvariDeepMind & University of AlbertaVerified email at cs.ualberta.ca
Lior RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Yair Allouchesenior Security researcher at IBM research labVerified email at il.ibm.com

Aryeh Kontorovich

Professor of Computer Science at Ben-Gurion University

Verified email at cs.bgu.ac.il - Homepage

probability theory and statistics machine learning automata theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Concentration inequalities for dependent random variables via the martingale method L Kontorovich, K Ramanan	198	2008
A finite sample analysis of the Naive Bayes classifier. D Berend, A Kontorovich J. Mach. Learn. Res. 16 (1), 1519-1545, 2015	96*	2015
Advanced analytics for connected car cybersecurity M Levi, Y Allouche, A Kontorovich 2018 IEEE 87th vehicular technology conference (VTC spring), 1-7, 2018	91	2018
Improved generalization bounds for adversarially robust learning I Attias, A Kontorovich, Y Mansour The Journal of Machine Learning Research 23 (1), 7897-7927, 2022	89*	2022
Efficient classification for metric data LA Gottlieb, A Kontorovich, R Krauthgamer IEEE Transactions on Information Theory 60 (9), 5750-5759, 2014	89	2014
On the concentration of the missing mass D Berend, A Kontorovich	80	2013
A sharp estimate of the binomial mean absolute deviation with applications D Berend, A Kontorovich Statistics & Probability Letters 83 (4), 1254-1259, 2013	79*	2013
Mixing time estimation in reversible Markov chains from a single sample path D Hsu, A Kontorovich, DA Levin, Y Peres, C Szepesvári, G Wolfer	77*	2019
Near-optimal sample compression for nearest neighbors LA Gottlieb, A Kontorovich, P Nisnevitch Advances in Neural Information Processing Systems 27, 2014	64	2014
Concentration in unbounded metric spaces and algorithmic stability A Kontorovich International conference on machine learning, 28-36, 2014	62	2014
Efficient regression in metric spaces via approximate lipschitz extension LA Gottlieb, A Kontorovich, R Krauthgamer IEEE Transactions on Information Theory 63 (8), 4838-4849, 2017	60*	2017
Model selection for sinusoids in noise: Statistical analysis and a new penalty term B Nadler, A Kontorovich IEEE Transactions on Signal Processing 59 (4), 1333-1345, 2011	52	2011
Kernel methods for learning languages LA Kontorovich, C Cortes, M Mohri Theoretical Computer Science 405 (3), 223-236, 2008	48*	2008
Adaptive metric dimensionality reduction LA Gottlieb, A Kontorovich, R Krauthgamer Theoretical Computer Science 620, 105-118, 2016	47	2016
Universal Bayes consistency in metric spaces S Hanneke, A Kontorovich, S Sabato, R Weiss Ann. Statist. 49(4): 2129-2150 (August 2021). DOI: 10.1214/20-AOS2029, 2021	45	2021
A Bayes consistent 1-NN classifier A Kontorovich, R Weiss Artificial Intelligence and Statistics, 480-488, 2015	45	2015
On learning parametric-output HMMs A Kontorovich, B Nadler, R Weiss International Conference on Machine Learning, 702-710, 2013	44	2013
Estimating the mixing time of ergodic markov chains G Wolfer, A Kontorovich Conference on Learning Theory, 3120-3159, 2019	42	2019
Predictive PAC learning and process decompositions C Shalizi, A Kontorovich Advances in neural information processing systems 26, 2013	40	2013
Uniform Chernoff and Dvoretzky-Kiefer-Wolfowitz-type inequalities for Markov chains and related processes A Kontorovich, R Weiss Arxiv preprint arXiv:1207.4678, 2012	39	2012

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors