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On Causal Inference for Data-free Structured Pruning


Dec 19, 2021
Martin Ferianc, Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Quentin Cappart

* Accepted to ITCI'22: The AAAI-22 Workshop on Information-Theoretic Methods for Causal Inference and Discovery 

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Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization


Jan 13, 2021
Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

* "IAAI Deployed Application Award", IAAI 2021 @ AAAI 2021 

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Fast Feature Reduction in intrusion detection datasets


Apr 01, 2013
Shafigh Parsazad, Ehsan Saboori, Amin Allahyar

* Parsazad, Shafigh; Saboori, Ehsan; Allahyar, Amin; , "Fast Feature Reduction in intrusion detection datasets," MIPRO, 2012 Proceedings of the 35th International Convention , vol., no., pp.1023-1029, 21-25 May 2012 

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Improving the K-means algorithm using improved downhill simplex search


Sep 05, 2012
Ehsan Saboori, Shafigh Parsazad, Anoosheh Sadeghi

* 2010 2nd International Conference on Software Technology and Engineering (ICSTE), vol.2, no., pp.V2-350-V2-354, 3-5 Oct. 2010 
* 4 Pages 

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Automatic firewall rules generator for anomaly detection systems with Apriori algorithm


Sep 05, 2012
Ehsan Saboori, Shafigh Parsazad, Yasaman Sanatkhani

* 2010 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), vol.6, no., pp.V6-57-V6-60, 2010 
* 4 Pages 

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Data Selection for Semi-Supervised Learning


Aug 07, 2012
Shafigh Parsazad, Ehsan Saboori, Amin Allahyar

* International Journal of Computer Science Issues, Vol. 9, Issue 2, No 3, pp. 195-200, March 2012 
* 6 Pages 

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