Daniel M. Roy

About

Daniel M. Roy is a scholar working on Artificial Intelligence, Statistics and Probability and Computational Theory and Mathematics. According to data from OpenAlex, Daniel M. Roy has authored 37 papers receiving a total of 646 indexed citations (citations by other indexed papers that have themselves been cited), including 30 papers in Artificial Intelligence, 8 papers in Statistics and Probability and 6 papers in Computational Theory and Mathematics. Recurrent topics in Daniel M. Roy’s work include Bayesian Methods and Mixture Models (7 papers), Machine Learning and Algorithms (6 papers) and Bayesian Modeling and Causal Inference (6 papers). Daniel M. Roy is often cited by papers focused on Bayesian Methods and Mixture Models (7 papers), Machine Learning and Algorithms (6 papers) and Bayesian Modeling and Causal Inference (6 papers). Daniel M. Roy collaborates with scholars based in United States, Canada and United Kingdom. Daniel M. Roy's co-authors include Yee Whye Teh, Peter Orbanz, Joshua B. Tenenbaum, Noah D. Goodman, Vikash K. Mansinghka, Keith Bonawitz, Gintare Karolina Dziugaite, Zoubin Ghahramani, Balaji Lakshminarayanan and Martin Rinard and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Biometrika and The Annals of Statistics.

In The Last Decade

Co-authorship network of co-authors of Daniel M. Roy

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

Daniel M. Roy

33 papers receiving 639 citations

Fields of papers citing papers by Daniel M. Roy

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Daniel M. Roy. 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 Daniel M. Roy. The network helps show where Daniel M. Roy may publish in the future.

Countries citing papers authored by Daniel M. Roy

Since Specialization

Citations

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