Adnan Darwiche
- Artificial Intelligence top 0.2%
- Computational Theory and Mathematics top 0.5%
- Computer Networks and Communications top 2%
- Signal Processing top 1%
- Management Science and Operations Research top 1%
- Co-authors
- Mark ChaviraJudea PearlArthur ChoiKnot PipatsrisawatHei ChanJinbo HuangGuy Van den BroeckRaymond E. Levitt
- Topics
- Bayesian Modeling and Causal Inference (96 papers)Logic, Reasoning, and Knowledge (40 papers)AI-based Problem Solving and Planning (30 papers)
- Partner nations
- United StatesLebanonFrance
In The Last Decade
Adnan Darwiche
131 papers receiving 3.8k citations
Hit Papers
Peers
Comparison fields: 5 of 150
- Artificial Intelligence 3.1k
- Computational Theory and Mathematics 822
- Computer Networks and Communications 705
- Signal Processing 457
- Management Science and Operations Research 449
Countries citing papers authored by Adnan Darwiche
This map shows the geographic impact of Adnan Darwiche'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 Adnan Darwiche with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Adnan Darwiche more than expected).
Fields of papers citing papers by Adnan Darwiche
This network shows the impact of papers produced by Adnan Darwiche. 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 Adnan Darwiche. The network helps show where Adnan Darwiche may publish in the future.
Co-authorship network of co-authors of Adnan Darwiche
This figure shows the co-authorship network connecting the top 25 collaborators of Adnan Darwiche. A scholar is included among the top collaborators of Adnan Darwiche 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 Adnan Darwiche. Adnan Darwiche is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | A New Perspective on Learning Context-Specific Independence | 1 |
| 2 | Conditional Independence in Testing Bayesian Networks | 0 |
| 3 | Tractable Operations for Arithmetic Circuits of Probabilistic Models | 15 |
| 4 | Learning Bayesian networks with ancestral constraints | 13 |
| 5 | Open−World Probabilistic Databases (Extended Abstract) | 1 |
| 6 | Probability Distributions over Structured Spaces. | 0 |
| 7 | Tractable learning for complex probability queries | 18 |
| 8 | Probabilistic sentential decision diagrams: Learning with massive logical constraints | 6 |
| 9 | 77 | |
| 10 | Relax then compensate: on max-product belief propagation and more | 4 |
| 11 | Sensitivity analysis of probabilistic graphical models | 11 |
| 12 | Exploiting evidence in probabilistic inference | 10 |
| 13 | Sensitivity analysis in Markov networks | 11 |
| 14 | A structure-based variable ordering heuristic for SAT | 21 |
| 15 | A Logical Approach to Factoring Belief Networks. | 51 |
| 16 | 19 | |
| 17 | Compiling knowledge into decomposable negation normal form | 32 |
| 18 | Utilizing device behavior in structure-based diagnosis | 2 |
| 19 | Dynamic jointrees | 7 |
| 20 | The effect of observations on the complexity of model-based diagnosis | 6 |
About Adnan Darwiche
Adnan Darwiche is a scholar working on Artificial Intelligence, Software and Computational Theory and Mathematics, having authored 139 papers that have together received 4.1k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (96 papers), Logic, Reasoning, and Knowledge (40 papers) and AI-based Problem Solving and Planning (30 papers). The work is most often cited by research in Artificial Intelligence (3.1k citations), Software (334 citations) and Computational Theory and Mathematics (822 citations). Adnan Darwiche has collaborated with scholars based in United States, Lebanon and France. Frequent co-authors include Mark Chavira, Judea Pearl, Arthur Choi, Knot Pipatsrisawat, Hei Chan, Jinbo Huang, Guy Van den Broeck, Raymond E. Levitt, Barbara Hayes‐Roth and Manfred Jaeger. Their work appears in journals such as Physical review. B, Condensed matter, Bioinformatics and Stroke.
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.