Mathew Monfort

35 total papers · 4.0k total citations
5 papers, 82 citations indexed

About

Mathew Monfort is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering. According to data from OpenAlex, Mathew Monfort has authored 5 papers receiving a total of 82 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 2 papers in Computer Vision and Pattern Recognition and 1 paper in Control and Systems Engineering. Recurrent topics in Mathew Monfort’s work include Reinforcement Learning in Robotics (3 papers), Gaussian Processes and Bayesian Inference (2 papers) and Explainable Artificial Intelligence (XAI) (1 paper). Mathew Monfort is often cited by papers focused on Reinforcement Learning in Robotics (3 papers), Gaussian Processes and Bayesian Inference (2 papers) and Explainable Artificial Intelligence (XAI) (1 paper). Mathew Monfort collaborates with scholars based in United States and United Kingdom. Mathew Monfort's co-authors include Anqi Liu, Brian D. Ziebart, Iain Matthews, Patrick Lucey, Alina Bialkowski, Peter Carr, Xiangli Chen, Aude Oliva, Katja Hofmann and Matthew Johnson and has published in prestigious journals such as DSpace@MIT (Massachusetts Institute of Technology), International Conference on Artificial Intelligence and Statistics and Proceedings of the AAAI Conference on Artificial Intelligence.

In The Last Decade

Paper Profile & Citation Paths

Explore Mathew Monfort's most cited publications and how their work connects to other scholars through citations.

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Co-authorship network of co-authors of Mathew Monfort

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

Mathew Monfort

4 papers receiving 76 citations

Fields of papers citing papers by Mathew Monfort

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Mathew Monfort

Since Specialization

Citations

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

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