Proceedings

Adnan Darwiche

University of California , Los Angeles

22 papers in the IJCAI proceedings

IJCAI 2023

On the Complexity of Counterfactual Reasoning
with Yunqiu Han, Yizuo Chen
doi:10.24963/ijcai.2023/630
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IJCAI 2022

On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract)
with Pierre Marquis
doi:10.24963/ijcai.2022/797
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IJCAI 2018

A Symbolic Approach to Explaining Bayesian Network Classifiers
with Andy Shih, Arthur Choi
doi:10.24963/ijcai.2018/708
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IJCAI 2017

Open-World Probabilistic Databases: An Abridged Report
with Ismail Ilkan Ceylan, Guy Van den Broeck
doi:10.24963/ijcai.2017/669
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Optimal Feature Selection for Decision Robustness in Bayesian Networks
with YooJung Choi, Guy Van den Broeck
doi:10.24963/ijcai.2017/215
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IJCAI 2015

A Top-Down Compiler for Sentential Decision Diagrams
with Umut Oztok
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Data Compression for Learning MRF Parameters
with Khaled S. Refaat
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Tractable Learning for Structured Probability Spaces: A Case Study in Learning Preference Distributions
with Arthur Choi, Guy Van den Broeck
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IJCAI 2013

An Exact Algorithm for Computing the Same-Decision Probability
with Suming Jeremiah Chen, Arthur Choi
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IJCAI 2011

SDD: A New Canonical Representation of Propositional Knowledge Bases
doi:10.5591/978-1-57735-516-8/IJCAI11-143
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IJCAI 2009

A New d-DNNF-Based Bound Computation Algorithm for Functional E-MAJSAT
with Knot Pipatsrisawat
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IJCAI 2007

Compiling Bayesian Networks Using Variable Elimination
with Mark Chavira
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IJCAI 2005

Compiling Bayesian Networks with Local Structure
with Mark Chavira
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DPLL with a Trace: From SAT to Knowledge Compilation
with Jinbo Huang
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Sensitivity Analysis in Markov Networks
with Hei Chan
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IJCAI 2003

A Structure-Based Variable Ordering Heuristic for SAT
with Jinbo Huang
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On the Revision of Probabilistic Beliefs using Uncertain Evidence
with Hei Chan
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Optimal Time-Space Tradeoff in Probabilistic Inference
with David Allen
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IJCAI 2001

A Perspective on Knowledge Compilation
with Pierre Marquis
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IJCAI 1999

Compiling Knowledge into Decomposable Negation Normal Form
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Utilizing Device Behavior in Structure-Based Diagnosis
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IJCAI 1995

Model-Based Diagnosis using Causal Networks
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