Fast and Flexible Probabilistic Model Counting

Author:

Achlioptas Dimitris,Hammoudeh Zayd,Theodoropoulos Panos

Publisher

Springer International Publishing

Reference18 articles.

1. Lecture Notes in Computer Science;D Achlioptas,2017

2. Chakraborty, S., Fremont, D.J., Meel, K.S., Seshia, S.A., Vardi, M.Y.: Distribution-aware sampling and weighted model counting for SAT. In: Brodley, C.E., Stone, P. (eds.) Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 27–31 July 2014, Québec City, Canada, pp. 1722–1730. AAAI Press (2014)

3. Lecture Notes in Computer Science;S Chakraborty,2013

4. Chakraborty, S., Meel, K.S., Vardi, M.Y.: Algorithmic improvements in approximate counting for probabilistic inference: from linear to logarithmic SAT calls. In: Kambhampati, S. (ed.) Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9–15 July 2016, pp. 3569–3576. IJCAI/AAAI Press (2016)

5. Ermon, S., Gomes, C.P., Sabharwal, A., Selman, B.: Taming the curse of dimensionality: discrete integration by hashing and optimization. In: Proceedings of the 30th International Conference on Machine Learning (ICML) (2013)

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1. Chapter 26. Approximate Model Counting;Frontiers in Artificial Intelligence and Applications;2021-02-02

2. Sparse Hashing for Scalable Approximate Model Counting;Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science;2020-07-08

3. On the Sparsity of XORs in Approximate Model Counting;Theory and Applications of Satisfiability Testing – SAT 2020;2020

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