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Ehsan Saboori

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DeepliteRT: Computer Vision at the Edge

Sep 19, 2023
Saad Ashfaq, Alexander Hoffman, Saptarshi Mitra, Sudhakar Sah, MohammadHossein AskariHemmat, Ehsan Saboori

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DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables

Apr 18, 2023
Darshan C. Ganji, Saad Ashfaq, Ehsan Saboori, Sudhakar Sah, Saptarshi Mitra, MohammadHossein AskariHemmat, Alexander Hoffman, Ahmed Hassanien, Mathieu Léonardon

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Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime

Jul 18, 2022
Saad Ashfaq, MohammadHossein AskariHemmat, Sudhakar Sah, Ehsan Saboori, Olivier Mastropietro, Alexander Hoffman

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QReg: On Regularization Effects of Quantization

Jun 27, 2022
MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alex Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David

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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

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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

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Fast Feature Reduction in intrusion detection datasets

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

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Improving the K-means algorithm using improved downhill simplex search

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

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Automatic firewall rules generator for anomaly detection systems with Apriori algorithm

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

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Data Selection for Semi-Supervised Learning

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

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