Aryeh Kontorovich

864 total citations
34 papers, 245 citations indexed

About

Aryeh Kontorovich is a scholar working on Artificial Intelligence, Statistics and Probability and Geometry and Topology. According to data from OpenAlex, Aryeh Kontorovich has authored 34 papers receiving a total of 245 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Artificial Intelligence, 11 papers in Statistics and Probability and 6 papers in Geometry and Topology. Recurrent topics in Aryeh Kontorovich's work include Machine Learning and Algorithms (13 papers), Markov Chains and Monte Carlo Methods (7 papers) and Sparse and Compressive Sensing Techniques (4 papers). Aryeh Kontorovich is often cited by papers focused on Machine Learning and Algorithms (13 papers), Markov Chains and Monte Carlo Methods (7 papers) and Sparse and Compressive Sensing Techniques (4 papers). Aryeh Kontorovich collaborates with scholars based in Israel, United States and Switzerland. Aryeh Kontorovich's co-authors include Daniel Berend, Boaz Nadler, Steve Hanneke, Lior Rokach, Lee-Ad Gottlieb, Dan Gutfreund, Bracha Shapira, Cosma Rohilla Shalizi, Ari Trachtenberg and Peter Harremoës and has published in prestigious journals such as IEEE Transactions on Information Theory, IEEE Transactions on Signal Processing and Expert Systems with Applications.

In The Last Decade

Aryeh Kontorovich

30 papers receiving 236 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Aryeh Kontorovich Israel	8	114	59	58	46	26	34	245
Amitabh Basu United States	10	54 0.5×	61 1.0×	51 0.9×	14 0.3×	13 0.5×	45	332
C. Ravishankar United States	8	123 1.1×	76 1.3×	90 1.6×	57 1.2×	7 0.3×	33	322
Niao He United States	9	198 1.7×	28 0.5×	40 0.7×	23 0.5×	22 0.8×	30	383
Akshay Krishnamurthy United States	13	293 2.6×	26 0.4×	89 1.5×	40 0.9×	38 1.5×	40	457
Zeyuan Allen-Zhu United States	11	301 2.6×	66 1.1×	74 1.3×	34 0.7×	28 1.1×	27	433
Zhicheng Gao Canada	18	81 0.7×	72 1.2×	56 1.0×	28 0.6×	46 1.8×	84	742
Marcelino Lázaro Spain	14	204 1.8×	146 2.5×	46 0.8×	106 2.3×	13 0.5×	39	418
Leonidas Pitsoulis Greece	10	100 0.9×	30 0.5×	71 1.2×	16 0.3×	14 0.5×	30	326
Sergei Bespamyatnikh Canada	11	59 0.5×	25 0.4×	75 1.3×	93 2.0×	11 0.4×	29	339

Countries citing papers authored by Aryeh Kontorovich

Since Specialization

Citations

This map shows the geographic impact of Aryeh Kontorovich's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aryeh Kontorovich with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aryeh Kontorovich more than expected).

Fields of papers citing papers by Aryeh Kontorovich

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aryeh Kontorovich. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aryeh Kontorovich. The network helps show where Aryeh Kontorovich may publish in the future.

Co-authorship network of co-authors of Aryeh Kontorovich

This figure shows the co-authorship network connecting the top 25 collaborators of Aryeh Kontorovich. A scholar is included among the top collaborators of Aryeh Kontorovich based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aryeh Kontorovich. Aryeh Kontorovich is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Kontorovich, Aryeh. (2025). On the tensorization of the variational distance. Electronic Communications in Probability. 30(none).

Gottlieb, Lee-Ad, et al.. (2024). Nested barycentric coordinate system as an explicit feature map for polyhedra approximation and learning tasks. Machine Learning. 113(10). 7807–7840.

Kontorovich, Aryeh, et al.. (2024). Improved estimation of relaxation time in nonreversible Markov chains. The Annals of Applied Probability. 34(1A). 2 indexed citations

Hanneke, Steve, et al.. (2020). Universal Bayes Consistency in Metric Spaces. 1–33. 4 indexed citations

Hanneke, Steve & Aryeh Kontorovich. (2018). A Sharp Lower Bound for Agnostic Learning with Sample Compression Schemes.. 489–505. 4 indexed citations

Gottlieb, Lee-Ad, Aryeh Kontorovich, & Robert Krauthgamer. (2017). Efficient Regression in Metric Spaces via Approximate Lipschitz Extension. IEEE Transactions on Information Theory. 63(8). 4838–4849. 6 indexed citations

Berend, Daniel, et al.. (2017). The Expected Missing Mass under an Entropy Constraint. Entropy. 19(7). 315–315. 1 indexed citations

Berend, Daniel & Aryeh Kontorovich. (2015). A finite sample analysis of the Naive Bayes classifier. Journal of Machine Learning Research. 16(1). 1519–1545. 15 indexed citations

Gutfreund, Dan, Aryeh Kontorovich, Ran Levy, & Michal Rosen‐Zvi. (2015). Boosting conditional probability estimators. Annals of Mathematics and Artificial Intelligence. 79(1-3). 129–144. 1 indexed citations

10.

Gordon, Daniel, Danny Hendler, Aryeh Kontorovich, & Lior Rokach. (2014). Local-shapelets for fast classification of spectrographic measurements. Expert Systems with Applications. 42(6). 3150–3158. 5 indexed citations

11.

Kontorovich, Aryeh, et al.. (2014). On the Additive Properties of the Fat-Shattering Dimension. IEEE Transactions on Neural Networks and Learning Systems. 25(12). 2309–2312. 1 indexed citations

12.

Kontorovich, Aryeh. (2013). An Explicit Bound on the Transportation Cost Distance. Project Euclid (Cornell University). 14(1). 1–14.

13.

Kontorovich, Aryeh, et al.. (2013). On learning parametric-output HMMs. International Conference on Machine Learning. 702–710. 5 indexed citations

14.

Kontorovich, Aryeh & Ari Trachtenberg. (2013). Deciding unique decodability of bigram counts via finite automata. Journal of Computer and System Sciences. 80(2). 450–456. 1 indexed citations

15.

Berend, Daniel & Aryeh Kontorovich. (2013). On the concentration of the missing mass. Electronic Communications in Probability. 18(none). 24 indexed citations

16.

Kontorovich, Aryeh, et al.. (2013). Efficient determination of the unique decodability of a string. 20. 1411–1415. 1 indexed citations

17.

Gottlieb, Lee-Ad, Aryeh Kontorovich, & Elchanan Mossel. (2012). VC bounds on the cardinality of nearly orthogonal function classes. Discrete Mathematics. 312(10). 1766–1775. 3 indexed citations

18.

Kontorovich, Aryeh & Ari Trachtenberg. (2012). String reconciliation with unknown edit distance. 50. 2751–2755. 2 indexed citations

19.

Fraenkel, Aviezri S. & Aryeh Kontorovich. (2006). The Sierpiński Sieve of Nim-varieties and Binomial Coefficients. Zenodo (CERN European Organization for Nuclear Research). 1 indexed citations

20.

Kontorovich, Aryeh, et al.. (1996). Solution Characteristics Of Quadratic Power Flow Problems. 6 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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