Masoud Asgharian

According to our database, Masoud Asgharian authored at least 28 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MoKA: Mixture of Kronecker Adapters.

Mohammadreza Sadeghi, Mahsa Ghazvini Nejad, MirHamed Jafarzadeh Asl, Yu Gu, Yuanhao Yu, Masoud Asgharian, Vahid Partovi Nia

CoRR, August, 2025

Tiny Noise-Robust Voice Activity Detector for Voice Assistants.

Hamed Jafarzadeh Asl, Mahsa Ghazvini Nejad, Amin Edraki, Masoud Asgharian, Vahid Partovi Nia

CoRR, July, 2025

Pareto-optimal peer evaluation in context-dependent DEA.

Fatemeh Ghandi, Mostafa Davtalab-Olyaie, Masoud Asgharian, Mehmet A. Begen, Abbas Saadatmandi

Oper. Res., March, 2025

Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach.

Alireza Ghaffari, Sharareh Younesian, Boxing Chen, Vahid Partovi Nia, Masoud Asgharian

Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods, 2025

OAC: Output-adaptive Calibration for Accurate Post-training Quantization.

Ali Edalati, Alireza Ghaffari, Mahsa Ghazvini Nejad, Lu Hou, Boxing Chen, Masoud Asgharian, Vahid Partovi Nia

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Statistical Hardware Design With Multimodel Active Learning.

Alireza Ghaffari, Masoud Asgharian, Yvon Savaria

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2024

Accelerated gradient methods for sparse statistical learning with nonconvex penalties.

Kai Yang, Masoud Asgharian, Sahir Bhatnagar

Stat. Comput., February, 2024

Peer-evaluation in centrally managed systems.

Fatemeh Ghandi, Mostafa Davtalab-Olyaie, Masoud Asgharian

Ann. Oper. Res., February, 2024

fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data.

Kai Yang, Masoud Asgharian, Nikhil Bhagwat, Jean-Baptiste Poline, Celia M. T. Greenwood

CoRR, 2024

OAC: Output-adaptive Calibration for Accurate Post-training Quantization.

Ali Edalati, Alireza Ghaffari, Masoud Asgharian, Lu Hou, Boxing Chen, Vahid Partovi Nia

CoRR, 2024

AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs.

Alireza Ghaffari, Sharareh Younesian, Vahid Partovi Nia, Boxing Chen, Masoud Asgharian

CoRR, 2024

Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models.

Alireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Partially Shared Query-Key for Lightweight Language Models.

Kai Yang, Vahid Partovi Nia, Boxing Chen, Masoud Asgharian

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

2023

Training Integer-Only Deep Recurrent Neural Networks.

Vahid Partovi Nia, Eyyüb Sari, Vanessa Courville, Masoud Asgharian

SN Comput. Sci., September, 2023

EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning Models.

Xinlin Li, Mariana Parazeres, Adam Oberman, Alireza Ghaffari, Masoud Asgharian, Vahid Partovi Nia

SN Comput. Sci., September, 2023

Measuring individual efficiency and unit influence in centrally managed systems.

Mostafa Davtalab-Olyaie, Hadis Mahmudi-Baram, Masoud Asgharian

Ann. Oper. Res., February, 2023

Mathematical Challenges in Deep Learning.

Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen

CoRR, 2023

Statistical Hardware Design With Multi-model Active Learning.

Alireza Ghaffari, Masoud Asgharian, Yvon Savaria

CoRR, 2023

On the Convergence of Stochastic Gradient Descent in Low-Precision Number Formats.

Matteo Cacciola, Antonio Frangioni, Masoud Asgharian, Alireza Ghaffari, Vahid Partovi Nia

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation.

Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Patient-specific finite element analysis of heart failure and the impact of surgical intervention in pulmonary hypertension secondary to mitral valve disease.

Alireza Heidari, Khalil I. Elkhodary, Cristina Pop, Mohamed Badran, Hojatollah Vali, Yousof M. A. Abdel-Raouf, Saeed Torbati, Masoud Asgharian, Russell J. Steele, Iradj Mahmoudzadeh Kani, Sara Sheibani, Hamidreza Pouraliakbar, Hakimeh Sadeghian, Renzo Cecere, Matthias G. W. Friedrich, Hossein Ahmadi Tafti

Medical Biol. Eng. Comput., 2022

Integer Fine-tuning of Transformer-based Models.

Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia

CoRR, 2022

Is Integer Arithmetic Enough for Deep Learning Training?

Alireza Ghaffari, Marzieh S. Tahaei, Mohammadreza Tayaranian, Masoud Asgharian, Vahid Partovi Nia

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

On the spectrum of achievable targets in cross-efficiency evaluation and the associated secondary goal models.

Mostafa Davtalab-Olyaie, Fatemeh Ghandi, Masoud Asgharian

Expert Syst. Appl., 2021

On Pareto-optimality in the cross-efficiency evaluation.

Mostafa Davtalab-Olyaie, Masoud Asgharian

Eur. J. Oper. Res., 2021

2020

Clustering Causal Additive Noise Models.

Vahid Partovi Nia, Xinlin Li, Masoud Asgharian, Shoubo Hu, Zhitang Chen, Yanhui Geng

CoRR, 2020

2016

Simultaneous variable selection and de-coarsening in multi-path change-point models.

Azadeh Shohoudi, Abbas Khalili, David B. Wolfson, Masoud Asgharian

J. Multivar. Anal., 2016

2014

Characterizing and finding full dimensional efficient facets in DEA: a variable returns to scale specification.

Mostafa Davtalab-Olyaie, Israfil Roshdi, Gholam Reza Jahanshahloo, Masoud Asgharian

J. Oper. Res. Soc., 2014