Petros Drineas

11.0k total citations · 2 hit papers
117 papers, 5.8k citations indexed

About

Petros Drineas is a scholar working on Artificial Intelligence, Computational Mechanics and Computational Theory and Mathematics. According to data from OpenAlex, Petros Drineas has authored 117 papers receiving a total of 5.8k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Artificial Intelligence, 33 papers in Computational Mechanics and 27 papers in Computational Theory and Mathematics. Recurrent topics in Petros Drineas's work include Sparse and Compressive Sensing Techniques (33 papers), VLSI and Analog Circuit Testing (18 papers) and Stochastic Gradient Optimization Techniques (17 papers). Petros Drineas is often cited by papers focused on Sparse and Compressive Sensing Techniques (33 papers), VLSI and Analog Circuit Testing (18 papers) and Stochastic Gradient Optimization Techniques (17 papers). Petros Drineas collaborates with scholars based in United States, Greece and France. Petros Drineas's co-authors include Michael W. Mahoney, Ravi Kannan, Christos Boutsidis, S. Muthukrishnan, Malik Magdon‐Ismail, Yiorgos Makris, Peristera Paschou, Alan Frieze, Vishwa Vinay and Anastasios Zouzias and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Communications and Bioinformatics.

In The Last Decade

Petros Drineas

114 papers receiving 5.4k citations

Hit Papers

CUR matrix decompositions for improved data analysis 2005 2026 2012 2019 2009 2005 100 200 300 400

Peers

Petros Drineas
Comparison fields: 5 of 189
  • Artificial Intelligence 2.4k
  • Computational Mechanics 1.8k
  • Computer Vision and Pattern Recognition 1.4k
  • Computational Theory and Mathematics 962
  • Signal Processing 635
Replace Ming Yuan with:
Ming Yuan United States
Zongben Xu China
Massimiliano Pontil United Kingdom
Masashi Sugiyama Japan
Michael W. Berry United States
Charles F. Van Loan United States
Ravi Kannan United States
Bernd Sturmfels United States
Robert J. Plemmons United States
Ulrike von Luxburg Germany
Ming Yuan United States View profile →
Citations per field, relative to Petros Drineas
Petros Drineas · 1×
Citations per year, relative to Petros Drineas
Petros Drineas · 1×

Countries citing papers authored by Petros Drineas

Since Specialization
Citations

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

Fields of papers citing papers by Petros Drineas

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Petros Drineas

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

All Works

20 of 20 papers shown
# Work Indexed citations
1 1
2 0
3 3
4 2
5 9
6 14
7 3
8
An Iterative, Sketching-based Framework for Ridge Regression
7
9
Randomized Iterative Algorithms for Fisher Discriminant Analysis
1
10 11
11
Column selection via adaptive sampling
7
12 31
13
Random Projections for Support Vector Machines
28
14
The Fast Cauchy Transform: with Applications to Basis Construction, Regression, and Subspace Approximation in L1
2
15
Stochastic Dimensionality Reduction for K-means Clustering
8
16 7
17 111
18
Unsupervised Feature Selection for the k-means Clustering Problem
80
19 158
20
On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning breakdown →
428

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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