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Alexey Ignatiev
Alexey Ignatiev
Faculty of Information Technology, Monash University
Dirección de correo verificada de monash.edu - Página principal
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Año
PySAT: A Python toolkit for prototyping with SAT oracles
A Ignatiev, A Morgado, J Marques-Silva
International Conference on Theory and Applications of Satisfiability …, 2018
1292018
Abduction-based explanations for machine learning models
A Ignatiev, N Narodytska, J Marques-Silva
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1511-1519, 2019
952019
Learning Optimal Decision Trees with SAT.
N Narodytska, A Ignatiev, F Pereira, J Marques-Silva, IS RAS
Ijcai, 1362-1368, 2018
722018
Smallest MUS extraction with minimal hitting set dualization
A Ignatiev, A Previti, M Liffiton, J Marques-Silva
International Conference on Principles and Practice of Constraint …, 2015
642015
On relating explanations and adversarial examples
A Ignatiev, N Narodytska, J Marques-Silva
Advances in neural information processing systems 32, 2019
622019
RC2: an efficient MaxSAT solver
A Ignatiev, A Morgado, J Marques-Silva
Journal on Satisfiability, Boolean Modeling and Computation 11 (1), 53-64, 2019
562019
Efficient Model Based Diagnosis with Maximum Satisfiability
J Marques-Silva, M Janota, A Ignatiev, A Morgado
24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 0
47*
MSCG: Robust core-guided MaxSAT solving
A Morgado, A Ignatiev, J Marques-Silva
Journal on Satisfiability, Boolean Modeling and Computation 9 (1), 129-134, 2014
442014
A SAT-based approach to learn explainable decision sets
A Ignatiev, F Pereira, N Narodytska, J Marques-Silva
International Joint Conference on Automated Reasoning, 627-645, 2018
432018
Towards Trustable Explainable AI.
A Ignatiev
IJCAI, 5154-5158, 2020
392020
Prime compilation of non-clausal formulae
A Previti, A Ignatiev, A Morgado, J Marques-Silva
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
362015
Assessing heuristic machine learning explanations with model counting
N Narodytska, A Shrotri, KS Meel, A Ignatiev, J Marques-Silva
International Conference on Theory and Applications of Satisfiability …, 2019
342019
On cryptographic attacks using backdoors for SAT
A Semenov, O Zaikin, I Otpuschennikov, S Kochemazov, A Ignatiev
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
322018
On tackling the limits of resolution in SAT solving
A Ignatiev, A Morgado, J Marques-Silva
International Conference on Theory and Applications of Satisfiability …, 2017
312017
Progression in Maximum Satisfiability.
A Ignatiev, A Morgado, VM Manquinho, I Lynce, J Marques-Silva
ECAI, 453-458, 2014
312014
BEACON: An Efficient SAT-Based Tool for Debugging Ontologies
MF Arif, C Mencía, A Ignatiev, N Manthey, R Peñaloza, J Marques-Silva
International Conference on Theory and Applications of Satisfiability …, 2016
282016
MaxSAT resolution with the dual rail encoding
ML Bonet, S Buss, A Ignatiev, J Marques-Silva, A Morgado
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
272018
Quantified maximum satisfiability
A Ignatiev, M Janota, J Marques-Silva
Constraints 21 (2), 277-302, 2016
27*2016
On explaining decision trees
Y Izza, A Ignatiev, J Marques-Silva
arXiv preprint arXiv:2010.11034, 2020
242020
On validating, repairing and refining heuristic ML explanations
A Ignatiev, N Narodytska, J Marques-Silva
arXiv preprint arXiv:1907.02509, 2019
242019
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Artículos 1–20