Masoud Asgharian - researchr alias

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Viewing Publication 1 - 15 from 15

2024

Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language ModelsAlireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia. icpram 2024: 478-484 [doi]

Statistical Hardware Design With Multimodel Active LearningAlireza Ghaffari, Masoud Asgharian, Yvon Savaria. tcad, 43(2):562-572, February 2024. [doi]

Peer-evaluation in centrally managed systemsFatemeh Ghandi, Mostafa Davtalab Olyaie, Masoud Asgharian. anor, 333(1):439-459, February 2024. [doi]

Accelerated gradient methods for sparse statistical learning with nonconvex penaltiesKai Yang, Masoud Asgharian, Sahir Bhatnagar. sac, 34(1):59, February 2024. [doi]

2023

On the Convergence of Stochastic Gradient Descent in Low-Precision Number FormatsMatteo Cacciola, Antonio Frangioni, Masoud Asgharian, Alireza Ghaffari, Vahid Partovi Nia. icpram 2023: 542-549 [doi]

EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning ModelsXinlin Li, Mariana Parazeres, Adam Oberman, Alireza Ghaffari, Masoud Asgharian, Vahid Partovi Nia. sncs, 4(5):507, September 2023. [doi]

Training Integer-Only Deep Recurrent Neural NetworksVahid Partovi Nia, Eyyüb Sari, Vanessa Courville, Masoud Asgharian. sncs, 4(5):501, September 2023. [doi]

Measuring individual efficiency and unit influence in centrally managed systemsMostafa Davtalab Olyaie, Hadis Mahmudi-Baram, Masoud Asgharian. anor, 321(1):139-164, February 2023. [doi]

Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward PropagationMohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia. eacl 2023: 1867-1876 [doi]

2022

2021

On Pareto-optimality in the cross-efficiency evaluationMostafa Davtalab Olyaie, Masoud Asgharian. eor, 288(1):247-257, 2021. [doi]

On the spectrum of achievable targets in cross-efficiency evaluation and the associated secondary goal modelsMostafa Davtalab Olyaie, Fatemeh Ghandi, Masoud Asgharian. eswa, 177:114927, 2021. [doi]

2016

Simultaneous variable selection and de-coarsening in multi-path change-point modelsAzadeh Shohoudi, Abbas Khalili, David B. Wolfson, Masoud Asgharian. ma, 147:202-217, 2016. [doi]

2014

Characterizing and finding full dimensional efficient facets in DEA: a variable returns to scale specificationMostafa Davtalab Olyaie, Israfil Roshdi, Gholam Reza Jahanshahloo, Masoud Asgharian. jors, 65(9):1453-1464, 2014. [doi]

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