Katya Scheinberg

130 total papers · 6.7k total citations
44 papers, 3.0k citations indexed

About

Katya Scheinberg is a scholar working on Numerical Analysis, Computational Mechanics and Artificial Intelligence. According to data from OpenAlex, Katya Scheinberg has authored 44 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Numerical Analysis, 21 papers in Computational Mechanics and 19 papers in Artificial Intelligence. Recurrent topics in Katya Scheinberg’s work include Advanced Optimization Algorithms Research (26 papers), Sparse and Compressive Sensing Techniques (19 papers) and Stochastic Gradient Optimization Techniques (14 papers). Katya Scheinberg is often cited by papers focused on Advanced Optimization Algorithms Research (26 papers), Sparse and Compressive Sensing Techniques (19 papers) and Stochastic Gradient Optimization Techniques (14 papers). Katya Scheinberg collaborates with scholars based in United States, Portugal and United Kingdom. Katya Scheinberg's co-authors include Andrew R. Conn, L. N. Vicente, Shai Fine, Donald Goldfarb, Philippe L. Toint, Shiqian Ma, Coralia Cartis, Matt Menickelly, Zhiwei Qin and Afonso S. Bandeira and has published in prestigious journals such as Energy, IEEE Signal Processing Magazine and Mathematical Programming.

Co-authorship network of co-authors of Katya Scheinberg

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

Katya Scheinberg

41 papers receiving 2.7k citations

Fields of papers citing papers by Katya Scheinberg

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Katya Scheinberg

Since Specialization
Citations

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

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.

Explore authors with similar magnitude of impact

Rankless by CCL
2026