Martin Zinkevich

55 total papers · 6.5k total citations
45 papers, 3.3k citations indexed

About

Martin Zinkevich is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications. According to data from OpenAlex, Martin Zinkevich has authored 45 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Artificial Intelligence, 21 papers in Management Science and Operations Research and 11 papers in Computer Networks and Communications. Recurrent topics in Martin Zinkevich's work include Advanced Bandit Algorithms Research (13 papers), Machine Learning and Algorithms (11 papers) and Artificial Intelligence in Games (9 papers). Martin Zinkevich is often cited by papers focused on Advanced Bandit Algorithms Research (13 papers), Machine Learning and Algorithms (11 papers) and Artificial Intelligence in Games (9 papers). Martin Zinkevich collaborates with scholars based in United States, Canada and Germany. Martin Zinkevich's co-authors include Alex Smola, Lihong Li, Markus Weimer, Nathan Ratliff, J. Andrew Bagnell, Michael Bowling, Michael Johanson, Neoklis Polyzotis, Sudip Roy and Steven Euijong Whang and has published in prestigious journals such as Artificial Intelligence, Journal of the ACM and ACM SIGMOD Record.

In The Last Decade

Martin Zinkevich

42 papers receiving 3.1k citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

Online convex programming and generalized infinitesimal gradient ascent

2003 928 citations Martin Zinkevich International Conference on Machine Learning profile →
Parallelized Stochastic Gradient Descent

2010 623 citations Martin Zinkevich, Markus Weimer et al. Neural Information Processing Systems profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Martin Zinkevich	2.3k	1.1k	622	550	289	45	3.3k
Rémi Munos	2.1k 0.9×	975 0.9×	472 0.8×	301 0.5×	72 0.2×	86	3.2k
Ralf Herbrich	2.1k 0.9×	413 0.4×	258 0.4×	1.0k 1.8×	149 0.5×	70	3.6k
Csaba Szepesvári	3.1k 1.4×	2.0k 1.8×	1.1k 1.8×	371 0.7×	121 0.4×	163	5.0k
Gerald Tesauro	2.1k 0.9×	658 0.6×	762 1.2×	340 0.6×	29 0.1×	71	3.5k
Satyen Kale	1.6k 0.7×	1.1k 1.0×	657 1.1×	226 0.4×	315 1.1×	64	2.5k
Pradeep Ravikumar	2.5k 1.1×	831 0.7×	401 0.6×	520 0.9×	613 2.1×	101	3.9k
Benjamin Van Roy	2.0k 0.8×	1.4k 1.3×	1.1k 1.8×	140 0.3×	83 0.3×	97	4.9k
Ofer Dekel	2.1k 0.9×	542 0.5×	343 0.6×	576 1.0×	266 0.9×	40	2.7k
Geoffrey J. Gordon	2.6k 1.1×	586 0.5×	942 1.5×	1.2k 2.1×	74 0.3×	112	4.8k
Lihong Li	1.5k 0.7×	606 0.5×	292 0.5×	482 0.9×	157 0.5×	70	2.3k

Countries citing papers authored by Martin Zinkevich

Since Specialization

Citations

This map shows the geographic impact of Martin Zinkevich'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 Martin Zinkevich with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martin Zinkevich more than expected).

Fields of papers citing papers by Martin Zinkevich

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Martin Zinkevich. 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 Martin Zinkevich. The network helps show where Martin Zinkevich may publish in the future.

Co-authorship network of co-authors of Martin Zinkevich

This figure shows the co-authorship network connecting the top 25 collaborators of Martin Zinkevich. A scholar is included among the top collaborators of Martin Zinkevich 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 Martin Zinkevich. Martin Zinkevich is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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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