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Adnan Darwiche

university of california los angeles

48H-index
288Paper Count
9.5KCitation Count
Published Papers 24
Publication Date
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On Explaining Classifiers using Instance Abstractions
errTOPOI-AN INTERNATIONAL REVIEW OF PHILOSOPHY
IF1.3
err2026-01-01
err0
PREAI
errJi, Chunxi; Darwiche, Adnan
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Towards an effective practice of learning from data and knowledge
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2024-08-01
err0
errOAAI
errChen, Yizuo; Huang, Haiying; Darwiche, Adnan
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An Explainable Artificial Intelligence Software Tool for Weight Management Experts (PRIMO): Mixed Methods Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2023-09-06
err4
errOAAI
errFernandes, Glenn J.; Choi, Arthur; Schauer, Jacob Michael; Pfammatter, Angela F.; Spring, Bonnie J.; Darwiche, Adnan; Alshurafa, Nabil, I
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FPGA Acceleration of Probabilistic Sentential Decision Diagrams with High-level Synthesis
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2023-03-11
err2
PREAI
errChoi, Young-Kyu; Santillana, Carlos; Shen, Yujia; Darwiche, Adnan; Cong, Jason
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errSave
Open-world probabilistic databases: Semantics, algorithms, complexity
errartificial intelligence review
IF4.6
err2021-06-01
err10
errOAAI
errCeylan, Ismail Ilkan; Darwiche, Adnan; Van den Broeck, Guy
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errSave
On the relative expressiveness of Bayesian and neural networks
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2019-10-01
err15
errOAAI
errChoi, Arthur; Wang, Ruocheng; Darwiche, Adnan
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errSave
Human-Level Intelligence or Animal-Like Abilities?
errCOMMUNICATIONS OF THE ACM
IF12.2
err2018-09-26
err42
errOAAI
errDarwiche, Adnan
errShare
errSave
On pruning with the MDL Score
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2018-01-01
err4
errOAAI
errChen, Eunice Yuh-Jie; Darwiche, Adnan; Choi, Arthur
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errSave
Learning Bayesian network parameters under equivalence constraints
errartificial intelligence review
IF4.6
err2017-03-01
err10
errOAAI
errYao, Tiansheng; Choi, Arthur; Darwiche, Adnan
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errSave
Same-decision probability: A confidence measure for threshold-based decisions
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2012-12-01
err41
errOAAI
errChoi, Arthur; Xue, Yexiang; Darwiche, Adnan
errShare
errSave
On the power of clause-learning SAT solvers as resolution engines
errartificial intelligence review
IF4.6
err2011-02-01
err94
errOAAI
errPipatsrisawat, Knot; Darwiche, Adnan
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errSave
Bayesian Networks
errCOMMUNICATIONS OF THE ACM
IF12.2
err2010-12-01
err100
PREAI
errDarwiche, Adnan
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errSave
RC_Link:: Genetic linkage analysis using Bayesian networks
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2008-06-01
err13
errOAAI
errAllen, David; Darwiche, Adnan
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errSave
On probabilistic inference by weighted model counting
errartificial intelligence review
IF4.6
err2008-04-01
err269
errOAAI
errChavira, Mark; Darwiche, Adnan
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errSave
Compiling relational Bayesian networks for exact inference
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2006-05-01
err73
errOAAI
errChavira, M; Darwiche, A; Jaeger, M
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errSave
On the revision of probabilistic beliefs using uncertain evidence
errartificial intelligence review
IF4.6
err2005-03-01
err83
errOAAI
errChan, H; Darwiche, A
errShare
errSave
A distance measure for bounding probabilistic belief change
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2005-02-01
err55
errOAAI
errChan, H; Darwiche, A
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errSave
Compiling propositional weighted bases
errartificial intelligence review
IF4.6
err2004-08-01
err28
errOAAI
errDarwiche, A; Marquis, P
errShare
errSave
A differential semantics for jointree algorithms
errartificial intelligence review
IF4.6
err2004-07-01
err30
errOAAI
errPark, JD; Darwiche, A
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errSave
Constant-space reasoning in dynamic Bayesian networks
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2001-04-01
err20
PREAI
errDarwiche, A
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
B
Bonnie Spring
H-index: 84 · Papers: 897
J
Jason Cong
H-index: 67 · Papers: 552
D
David L. Allen
H-index: 50 · Papers: 364
G
Guy Van den Broeck
H-index: 32 · Papers: 268
P
Pierre Marquis
H-index: 30 · Papers: 354
View more