Stuart Russell

26.5k total citations · 5 hit papers
179 papers, 12.8k citations indexed

About

Stuart Russell is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Management Science and Operations Research. According to data from OpenAlex, Stuart Russell has authored 179 papers receiving a total of 12.8k indexed citations (citations by other indexed papers that have themselves been cited), including 136 papers in Artificial Intelligence, 18 papers in Computational Theory and Mathematics and 16 papers in Management Science and Operations Research. Recurrent topics in Stuart Russell's work include Bayesian Modeling and Causal Inference (43 papers), Logic, Reasoning, and Knowledge (31 papers) and AI-based Problem Solving and Planning (30 papers). Stuart Russell is often cited by papers focused on Bayesian Modeling and Causal Inference (43 papers), Logic, Reasoning, and Knowledge (31 papers) and AI-based Problem Solving and Planning (30 papers). Stuart Russell collaborates with scholars based in United States, United Kingdom and Ireland. Stuart Russell's co-authors include Kevin P. Murphy, Andrew Y. Ng, Peter Norvig, Michael I. Jordan, Eric P. Xing, Ronald Parr, Nikunj C. Oza, Shlomo Zilberstein, Bhaskara Marthi and Songhwai Oh and has published in prestigious journals such as Nature, Science and IEEE Transactions on Automatic Control.

In The Last Decade

Stuart Russell

172 papers receiving 11.5k citations

Hit Papers

Distance Metric Learning with Application to Clustering w... 1995 2026 2005 2015 2002 2002 1995 1999 2019 500 1000 1.5k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Stuart Russell United States 47 7.8k 3.2k 1.3k 1.2k 1.1k 179 12.8k
John Langford United States 37 7.2k 0.9× 6.0k 1.9× 1.1k 0.9× 1.8k 1.4× 884 0.8× 115 15.1k
Thomas G. Dietterich United States 48 8.5k 1.1× 3.9k 1.2× 915 0.7× 1.1k 0.9× 670 0.6× 167 15.3k
Ludmila I. Kuncheva United Kingdom 45 7.5k 1.0× 3.6k 1.1× 671 0.5× 1.4k 1.1× 608 0.5× 128 12.3k
Andrew Moore United States 44 8.6k 1.1× 2.8k 0.9× 2.1k 1.6× 1.4k 1.2× 2.1k 1.8× 159 16.4k
Joydeep Ghosh United States 48 6.9k 0.9× 3.7k 1.1× 1.1k 0.9× 1.6k 1.3× 547 0.5× 308 14.9k
Olivier Chapelle United States 45 7.7k 1.0× 5.5k 1.7× 784 0.6× 1.1k 0.9× 1.0k 0.9× 89 14.1k
Nikhil R. Pal India 55 7.5k 1.0× 5.3k 1.6× 512 0.4× 1.2k 1.0× 1.7k 1.5× 266 15.5k
Sander Dieleman Belgium 13 5.2k 0.7× 2.2k 0.7× 769 0.6× 882 0.7× 1.0k 0.9× 22 10.5k
Nal Kalchbrenner United Kingdom 12 8.1k 1.0× 2.3k 0.7× 861 0.7× 537 0.4× 1.1k 1.0× 14 13.7k
Manuela Veloso United States 51 6.7k 0.9× 3.7k 1.1× 2.0k 1.6× 548 0.4× 3.4k 3.0× 459 13.5k

Countries citing papers authored by Stuart Russell

Since Specialization
Citations

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

Fields of papers citing papers by Stuart Russell

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stuart Russell

This figure shows the co-authorship network connecting the top 25 collaborators of Stuart Russell. A scholar is included among the top collaborators of Stuart Russell 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 Stuart Russell. Stuart Russell 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
1.
Knott, Alistair, Dino Pedreschi, Susan Leavy, et al.. (2024). AI content detection in the emerging information ecosystem: new obligations for media and tech companies. Ethics and Information Technology. 26(4). 2 indexed citations
2.
Russell, Stuart, et al.. (2024). A Generalized Acquisition Function for Preference-based Reward Learning. 2814–2821. 3 indexed citations
3.
Russell, Stuart. (2022). Provably Beneficial Artificial Intelligence. 3–3. 9 indexed citations
4.
Moore, David A. & Stuart Russell. (2014). Fast Gaussian process posteriors with product trees. Uncertainty in Artificial Intelligence. 613–622. 1 indexed citations
5.
Rogers, Mark C., Lei Li, & Stuart Russell. (2013). Multilinear Dynamical Systems for Tensor Time Series. Neural Information Processing Systems. 26. 2634–2642. 42 indexed citations
6.
Russell, Stuart, et al.. (2010). Global seismic monitoring as probabilistic inference. UC Berkeley. 23. 73–81. 7 indexed citations
7.
Chatterjee, Shaunak & Stuart Russell. (2010). Why are DBNs sparse. International Conference on Artificial Intelligence and Statistics. 81–88. 4 indexed citations
8.
Marthi, Bhaskara, Stuart Russell, & David André. (2006). A compact, hierarchically optimal Q-function decomposition. Uncertainty in Artificial Intelligence. 332–340. 3 indexed citations
9.
Milch, Brian, et al.. (2005). Approximate inference for infinite contingent Bayesian networks. International Conference on Artificial Intelligence and Statistics. 238–245. 27 indexed citations
10.
André, David & Stuart Russell. (2002). State abstraction for programmable reinforcement learning agents. National Conference on Artificial Intelligence. 119–125. 134 indexed citations
11.
Pasula, Hanna, Bhaskara Marthi, Brian Milch, Stuart Russell, & Ilya Shpitser. (2002). Identity Uncertainty and Citation Matching. Neural Information Processing Systems. 15. 1425–1432. 176 indexed citations
12.
Freitas, Nando de, et al.. (2001). Variational MCMC. Uncertainty in Artificial Intelligence. 120–127. 34 indexed citations
13.
Oza, Nikunj C. & Stuart Russell. (2001). Online Bagging and Boosting. NASA Technical Reports Server (NASA). 229–236. 222 indexed citations
14.
Forbes, J. M., et al.. (1997). Feasibility Study of Fully Automated Vehicles Using Decision-theoretic Control. PATH research report. 2 indexed citations
15.
Murphy, Kevin J., et al.. (1997). Space-efficient inference in dynamic probabilistic networks. International Joint Conference on Artificial Intelligence. 123(1). 1292–1296. 19 indexed citations
16.
Malik, Jitendra & Stuart Russell. (1995). A Machine Vision Based Surveillance System For California Roads. eScholarship (California Digital Library). 21 indexed citations
17.
Russell, Stuart, et al.. (1995). Local learning in probabilistic networks with hidden variables. International Joint Conference on Artificial Intelligence. 1146–1152. 89 indexed citations
18.
Russell, Stuart. (1992). Efficient memory-bounded search methods. European Conference on Artificial Intelligence. 236. 1–5. 87 indexed citations
19.
Russell, Stuart, et al.. (1989). Principles of metareasoning. Principles of Knowledge Representation and Reasoning. 400–411. 55 indexed citations
20.
Russell, Stuart & Benjamin N. Grosof. (1987). A declarative approach to bias in concept learning. National Conference on Artificial Intelligence. 505–510. 24 indexed citations

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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