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Adnan Darwiche
Probabilistic Reasoning
Symbolic Reasoning
Automated Reasoning
Machine Learning
About
Adnan Darwiche is a professor and former chairman of the computer science department at UCLA.
He holds M.S. (1989) and Ph.D. (1993) degrees in computer science from Stanford University.
Received an honorary doctorate (docteur honoris causa) from the University of Artois, France, in 2022.
Served as Editor-in-Chief for the Journal of Artificial Intelligence Research (JAIR).
Received the Lockheed Martin Excellence in Teaching Award.
Fellow of AAAI, ACM and AAIA.
Professor Darwiche directs the Automated Reasoning Group at UCLA.
His research interests span probabilistic reasoning, symbolic reasoning and machine learning
Research Performance Summary
1988-2026
Active Research Span
First Recorded Paper
OARPLAN: Generating project plans by reasoning about objects, actions and resources
Year:
1988
Citations:
224
Venue:
AI EDAM 2 (3)
Latest Recorded Paper
Circuit Representations of Random Forests with Applications to XAI
Year:
2026
Citations:
0
Venue:
arXiv preprint arXiv:2602.08362
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Darwiche
Choi
Pipatsrisawat
Research Impact by Period
Papers
2
Citations
0
Avg. Citations / Paper
0
H-Index
0
Papers
32
Citations
907
Avg. Citations / Paper
28.3
H-Index
14
Papers
51
Citations
1853
Avg. Citations / Paper
36.3
H-Index
23
Papers
65
Citations
3277
Avg. Citations / Paper
50.4
H-Index
29
Papers
54
Citations
5211
Avg. Citations / Paper
96.5
H-Index
26
Papers
34
Citations
5274
Avg. Citations / Paper
155.1
H-Index
22
Papers
21
Citations
2571
Avg. Citations / Paper
122.4
H-Index
11
Papers
12
Citations
436
Avg. Citations / Paper
36.3
H-Index
8
Papers
3
Citations
279
Avg. Citations / Paper
93
H-Index
2
Contact and Professional Links
Detected Research Keywords
Sentential Decision Diagrams
Same Decision Probability
Decomposable Negation Normal
Negation Normal Form
Relax Compensate Then
Compensate Then Recover
Bayesian Network Classifiers
Uncertainty Artificial Intelligence
Probabilistic Sentential Decision
Complexity Results Approximation