Brian Milch

1.8k total citations
19 papers, 924 citations indexed

About

Brian Milch is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications. According to data from OpenAlex, Brian Milch has authored 19 papers receiving a total of 924 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Artificial Intelligence, 10 papers in Management Science and Operations Research and 3 papers in Computer Networks and Communications. Recurrent topics in Brian Milch's work include Bayesian Modeling and Causal Inference (12 papers), Data Quality and Management (7 papers) and Game Theory and Applications (3 papers). Brian Milch is often cited by papers focused on Bayesian Modeling and Causal Inference (12 papers), Data Quality and Management (7 papers) and Game Theory and Applications (3 papers). Brian Milch collaborates with scholars based in United States, Spain and Germany. Brian Milch's co-authors include Daphne Koller, Stuart Russell, Bhaskara Marthi, David Sontag, Andrey Kolobov, Ilya Shpitser, Hanna Pasula, Sergey Brin, Monika Henzinger and Bay-Wei Chang and has published in prestigious journals such as Games and Economic Behavior, IEEE Intelligent Systems and World Wide Web.

In The Last Decade

Brian Milch

18 papers receiving 828 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Brian Milch United States 12 687 280 206 137 116 19 924
Tengjiao Wang China 14 405 0.6× 117 0.4× 184 0.9× 145 1.1× 164 1.4× 61 755
Adith Swaminathan United States 11 466 0.7× 334 1.2× 382 1.9× 81 0.6× 37 0.3× 22 756
Mohamed Elfeky United States 11 452 0.7× 243 0.9× 292 1.4× 200 1.5× 295 2.5× 17 779
Georgiana Ifrim Ireland 16 663 1.0× 82 0.3× 240 1.2× 82 0.6× 194 1.7× 33 912
Gabriel Pui Cheong Fung Hong Kong 13 343 0.5× 145 0.5× 121 0.6× 47 0.3× 92 0.8× 31 602
María-Esther Vidal Germany 17 649 0.9× 194 0.7× 281 1.4× 237 1.7× 96 0.8× 144 1.0k
Paolo Viappiani Switzerland 11 212 0.3× 154 0.6× 171 0.8× 129 0.9× 125 1.1× 33 459
Samuel Ieong United States 11 387 0.6× 285 1.0× 526 2.6× 162 1.2× 184 1.6× 21 1.0k
Mark Montague United States 11 425 0.6× 121 0.4× 455 2.2× 123 0.9× 252 2.2× 15 883
Yudian Zheng China 17 874 1.3× 368 1.3× 285 1.4× 171 1.2× 125 1.1× 29 1.4k

Countries citing papers authored by Brian Milch

Since Specialization
Citations

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

Fields of papers citing papers by Brian Milch

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Brian Milch

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

All Works

19 of 19 papers shown
1.
Pfeffer, Avi, et al.. (2013). SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation. arXiv (Cornell University). 541–550. 14 indexed citations
2.
Milch, Brian. (2008). Artificial General Intelligence through Large-Scale, Multimodal Bayesian Learning. 248–255. 1 indexed citations
3.
McAllester, David, Brian Milch, & Noah D. Goodman. (2008). Random-World Semantics and Syntactic Independence for Expressive Languages. DSpace@MIT (Massachusetts Institute of Technology). 3 indexed citations
4.
Hendler, James, Philipp Cimiano, Dmitri Dolgov, et al.. (2008). AI's 10 to Watch. IEEE Intelligent Systems. 23(3). 9–19. 2 indexed citations
5.
Milch, Brian & Daphne Koller. (2008). Ignorable Information in Multi-Agent Scenarios. DSpace@MIT (Massachusetts Institute of Technology). 6 indexed citations
6.
Milch, Brian, et al.. (2008). Lifted probabilistic inference with counting formulas. DSpace@MIT (Massachusetts Institute of Technology). 1062–1068. 88 indexed citations
7.
Zettlemoyer, Luke, Brian Milch, & Leslie Pack Kaelbling. (2008). Multi-Agent Filtering with Infinitely Nested Beliefs. 21. 1905–1912. 15 indexed citations
8.
Kersting, Kristian, et al.. (2007). Reasoning about Large Populations with Lifted Probabilistic Inference. Neural Information Processing Systems. 1 indexed citations
9.
Milch, Brian, et al.. (2007). BLOG: Probabilistic Models with Unknown Objects. The MIT Press eBooks. 373–398. 182 indexed citations
10.
Russell, Stuart & Brian Milch. (2006). Probabilistic models with unknown objects. 23 indexed citations
11.
Milch, Brian, et al.. (2005). Approximate inference for infinite contingent Bayesian networks. International Conference on Artificial Intelligence and Statistics. 238–245. 27 indexed citations
12.
Henzinger, Monika, Bay-Wei Chang, Brian Milch, & Sergey Brin. (2005). Query-Free News Search. World Wide Web. 8(2). 101–126. 25 indexed citations
13.
Henzinger, Monika, Bay-Wei Chang, Brian Milch, & Sergey Brin. (2003). Query-free news search. 2 indexed citations
14.
Koller, Daphne & Brian Milch. (2003). Multi-agent influence diagrams for representing and solving games. Games and Economic Behavior. 45(1). 181–221. 211 indexed citations
15.
Henzinger, Monika, Bay-Wei Chang, Brian Milch, & Sergey Brin. (2003). Query-free news search. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1–1. 106 indexed citations
16.
Marthi, Bhaskara, Brian Milch, & Stuart Russell. (2003). First-Order Probabilistic Models for Information Extraction. 18 indexed citations
17.
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
18.
Franz, Alexander & Brian Milch. (2002). Searching the Web by voice. 2. 1–5. 24 indexed citations
19.
Koller, Daphne & Brian Milch. (2001). Structured models for multi-agent interactions. 233–248.

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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