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A General Theoretical Framework for Learning Smallest Interpretable Models
Artificial Intelligence, volume 350, pages 104441, 2026.
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OBDDs, SDDs, and Circuits of Bounded Width: Completeness Matters
Artificial Intelligence, volume 351, pages 104458, 2026.
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A General Theoretical Framework for Learning Smallest Interpretable Models
AAAI'24, the Thirty-Eighth AAAI Conference on Artificial Intelligence, February 20-27, Vancouver, Canada (Jennifer Dy and Sriraam Natarajan), pages 10662-10669, 2024, AAAI Press.
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Backdoor DNFs
Journal of Computer and System Sciences, volume 144, pages 103547, 2024.
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Compilation and Fast Model Counting beyond CNF
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24 (Kate Larson), pages 3315-3323, 8 2024, International Joint Conferences on Artificial Intelligence Organization.
Note: Main Track
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Hardness of Random Reordered Encodings of Parity for Resolution and CDCL
AAAI'24, the Thirty-Eighth AAAI Conference on Artificial Intelligence, February 20-27, Vancouver, Canada (Jennifer Dy and Sriraam Natarajan), pages 7978-7986, 2024, AAAI Press.
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Learning Small Decision Trees for Data of Low Rank-Width
AAAI'24, the Thirty-Eighth AAAI Conference on Artificial Intelligence, February 20-27, Vancouver, Canada (Jennifer Dy and Sriraam Natarajan), pages 10476-10483, 2024, AAAI Press.
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SAT backdoors: Depth beats size
Journal of Computer and System Sciences, volume 142, pages 103520, 2024.
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SAT-based Decision Tree Learning for Large Data Sets
Journal of Artificial Intelligence Research, volume 80, pages 875-918, 2024.
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SAT-Based Tree Decomposition with Iterative Cascading Policy Selection
AAAI'24, the Thirty-Eighth AAAI Conference on Artificial Intelligence, February 20-27, Vancouver, Canada (Jennifer Dy and Sriraam Natarajan), pages 8191-8199, 2024, AAAI Press.
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