Christos Boutsidis

58 total papers · 3.2k total citations
28 papers, 1.7k citations indexed

About

Christos Boutsidis is a scholar working on Computational Mechanics, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Christos Boutsidis has authored 28 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Computational Mechanics, 17 papers in Artificial Intelligence and 13 papers in Computer Vision and Pattern Recognition. Recurrent topics in Christos Boutsidis's work include Sparse and Compressive Sensing Techniques (20 papers), Face and Expression Recognition (12 papers) and Stochastic Gradient Optimization Techniques (7 papers). Christos Boutsidis is often cited by papers focused on Sparse and Compressive Sensing Techniques (20 papers), Face and Expression Recognition (12 papers) and Stochastic Gradient Optimization Techniques (7 papers). Christos Boutsidis collaborates with scholars based in United States, Canada and United Kingdom. Christos Boutsidis's co-authors include Petros Drineas, Efstratios Gallopoulos, Michael W. Mahoney, Malik Magdon‐Ismail, Anastasios Zouzias, David P. Woodruff, Alex Gittens, Angel E. Garcı́a, Nikolaos G. Sgourakis and Chunyu Wang and has published in prestigious journals such as Journal of Molecular Biology, IEEE Transactions on Information Theory and Pattern Recognition.

In The Last Decade

Christos Boutsidis

28 papers receiving 1.7k 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.

SVD based initialization: A head start for nonnegative matrix factorization

2007 446 citations Christos Boutsidis, Efstratios Gallopoulos Pattern Recognition profile →

Author Peers

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

Author						Papers	Cites
Christos Boutsidis	709	535	490	317	254	28	1.7k
Lei Yuan	491 0.7×	336 0.6×	232 0.5×	192 0.6×	305 1.2×	78	1.5k
Guillaume Obozinski	699 1.0×	585 1.1×	796 1.6×	258 0.8×	78 0.3×	38	2.0k
Sören Sonnenburg	900 1.3×	832 1.6×	199 0.4×	817 2.6×	160 0.6×	20	2.4k
Markus Svensén	756 1.1×	525 1.0×	56 0.1×	180 0.6×	166 0.7×	16	2.1k
Raman Arora	1.0k 1.5×	1.0k 1.9×	149 0.3×	199 0.6×	23 0.1×	72	2.1k
Sohan Seth	521 0.7×	334 0.6×	177 0.4×	173 0.5×	58 0.2×	72	1.9k
Y. Kamp	718 1.0×	398 0.7×	210 0.4×	49 0.2×	439 1.7×	51	2.1k
Jun Liu	421 0.6×	881 1.6×	404 0.8×	134 0.4×	50 0.2×	77	1.9k
Murray Browne	325 0.5×	325 0.6×	172 0.4×	142 0.4×	101 0.4×	7	1.2k
Facundo Mémoli	216 0.3×	749 1.4×	682 1.4×	209 0.7×	825 3.2×	68	2.2k

Countries citing papers authored by Christos Boutsidis

Since Specialization

Citations

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

Fields of papers citing papers by Christos Boutsidis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Christos Boutsidis

This figure shows the co-authorship network connecting the top 25 collaborators of Christos Boutsidis. A scholar is included among the top collaborators of Christos Boutsidis 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 Christos Boutsidis. Christos Boutsidis 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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