Masoud Asgharian

38 papers A* 2C 3Journal 30Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Procedure: Substantive Fairness in Conformal Prediction.
CoRR
Pengqi Liu, Zijun Yu, Mouloud Belbahri, Arthur Charpentier, Masoud Asgharian, Jesse C. Cresswell
2026 J jnl
Strategies for units incentivization: Assessing influence by maximizing loss/gain in centrally managed systems.
Eur. J. Oper. Res.
Mostafa Davtalab-Olyaie, Mehmet A. Begen, Masoud Asgharian
2025 J jnl
HyWA: Hypernetwork Weight Adapting Personalized Voice Activity Detection.
CoRR
Mahsa Ghazvini Nejad, Hamed Jafarzadeh Asl, Amin Edraki, Mohammadreza Sadeghi, Masoud Asgharian, Yuanhao Yu, Vahid Partovi Nia
2025 J jnl
MoKA: Mixture of Kronecker Adapters.
CoRR
Mohammadreza Sadeghi, Mahsa Ghazvini Nejad, MirHamed Jafarzadeh Asl, Yu Gu, Yuanhao Yu, Masoud Asgharian, Vahid Partovi Nia
2025 A* conf
OAC: Output-adaptive Calibration for Accurate Post-training Quantization.
AAAI
Ali Edalati, Alireza Ghaffari, Mahsa Ghazvini Nejad, Lu Hou, Boxing Chen, Masoud Asgharian, Vahid Partovi Nia
2025 J jnl
Pareto-optimal peer evaluation in context-dependent DEA.
Oper. Res.
Fatemeh Ghandi, Mostafa Davtalab-Olyaie, Masoud Asgharian, Mehmet A. Begen, Abbas Saadatmandi
2025 C conf
Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach.
ICPRAM
Alireza Ghaffari, Sharareh Younesian, Boxing Chen, Vahid Partovi Nia, Masoud Asgharian
2025 J jnl
Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach.
CoRR
Alireza Ghaffari, Sharareh Younesian, Boxing Chen, Vahid Partovi Nia, Masoud Asgharian
2025 — conf
Tiny Noise-Robust Voice Activity Detector for Voice Assistants.
MLSP
Hamed Jafarzadeh Asl, Mahsa Ghazvini Nejad, Amin Edraki, Masoud Asgharian, Vahid Partovi Nia
2025 J jnl
Tiny Noise-Robust Voice Activity Detector for Voice Assistants.
CoRR
Hamed Jafarzadeh Asl, Mahsa Ghazvini Nejad, Amin Edraki, Masoud Asgharian, Vahid Partovi Nia
2024 J jnl
Accelerated gradient methods for sparse statistical learning with nonconvex penalties.
Stat. Comput.
Kai Yang, Masoud Asgharian, Sahir Bhatnagar
2024 J jnl
AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs.
CoRR
Alireza Ghaffari, Sharareh Younesian, Vahid Partovi Nia, Boxing Chen, Masoud Asgharian
2024 C conf
Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models.
ICPRAM
Alireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia
2024 J jnl
OAC: Output-adaptive Calibration for Accurate Post-training Quantization.
CoRR
Ali Edalati, Alireza Ghaffari, Masoud Asgharian, Lu Hou, Boxing Chen, Vahid Partovi Nia
2024 — conf
Partially Shared Query-Key for Lightweight Language Models.
ENLSP
Kai Yang, Vahid Partovi Nia, Boxing Chen, Masoud Asgharian
2024 J jnl
Peer-evaluation in centrally managed systems.
Ann. Oper. Res.
Fatemeh Ghandi, Mostafa Davtalab-Olyaie, Masoud Asgharian
2024 J jnl
Statistical Hardware Design With Multimodel Active Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Alireza Ghaffari, Masoud Asgharian, Yvon Savaria
2024 J jnl
fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data.
CoRR
Kai Yang, Masoud Asgharian, Nikhil Bhagwat, Jean-Baptiste Poline, Celia M. T. Greenwood
2023 J jnl
EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning Models.
SN Comput. Sci.
Xinlin Li, Mariana Parazeres, Adam Oberman, Alireza Ghaffari, Masoud Asgharian, Vahid Partovi Nia
2023 J jnl
Mathematical Challenges in Deep Learning.
CoRR
Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen
2023 J jnl
Measuring individual efficiency and unit influence in centrally managed systems.
Ann. Oper. Res.
Mostafa Davtalab-Olyaie, Hadis Mahmudi-Baram, Masoud Asgharian
2023 J jnl
Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models.
CoRR
Alireza Ghaffari, Justin Yu, Mahsa Ghazvini Nejad, Masoud Asgharian, Boxing Chen, Vahid Partovi Nia
2023 C conf
On the Convergence of Stochastic Gradient Descent in Low-Precision Number Formats.
ICPRAM
Matteo Cacciola, Antonio Frangioni, Masoud Asgharian, Alireza Ghaffari, Vahid Partovi Nia
2023 J jnl
On the Convergence of Stochastic Gradient Descent in Low-precision Number Formats.
CoRR
Matteo Cacciola, Antonio Frangioni, Masoud Asgharian, Alireza Ghaffari, Vahid Partovi Nia
2023 J jnl
Statistical Hardware Design With Multi-model Active Learning.
CoRR
Alireza Ghaffari, Masoud Asgharian, Yvon Savaria
2023 — conf
Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation.
EACL (Findings)
Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia
2023 J jnl
Training Integer-Only Deep Recurrent Neural Networks.
SN Comput. Sci.
Vahid Partovi Nia, Eyyüb Sari, Vanessa Courville, Masoud Asgharian
2022 J jnl
EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning Models.
CoRR
Xinlin Li, Mariana Parazeres, Adam M. Oberman, Alireza Ghaffari, Masoud Asgharian, Vahid Partovi Nia
2022 J jnl
Integer Fine-tuning of Transformer-based Models.
CoRR
Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia
2022 A* conf
Is Integer Arithmetic Enough for Deep Learning Training?
NeurIPS
Alireza Ghaffari, Marzieh S. Tahaei, Mohammadreza Tayaranian, Masoud Asgharian, Vahid Partovi Nia
2022 J jnl
Is Integer Arithmetic Enough for Deep Learning Training?
CoRR
Alireza Ghaffari, Marzieh S. Tahaei, Mohammadreza Tayaranian, Masoud Asgharian, Vahid Partovi Nia
2022 J jnl
Patient-specific finite element analysis of heart failure and the impact of surgical intervention in pulmonary hypertension secondary to mitral valve disease.
Medical Biol. Eng. Comput.
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
2022 J jnl
Training Integer-Only Deep Recurrent Neural Networks.
CoRR
Vahid Partovi Nia, Eyyüb Sari, Vanessa Courville, Masoud Asgharian
2021 J jnl
On Pareto-optimality in the cross-efficiency evaluation.
Eur. J. Oper. Res.
Mostafa Davtalab-Olyaie, Masoud Asgharian
2021 J jnl
On the spectrum of achievable targets in cross-efficiency evaluation and the associated secondary goal models.
Expert Syst. Appl.
Mostafa Davtalab-Olyaie, Fatemeh Ghandi, Masoud Asgharian
2020 J jnl
Clustering Causal Additive Noise Models.
CoRR
Vahid Partovi Nia, Xinlin Li, Masoud Asgharian, Shoubo Hu, Zhitang Chen, Yanhui Geng
2016 J jnl
Simultaneous variable selection and de-coarsening in multi-path change-point models.
J. Multivar. Anal.
Azadeh Shohoudi, Abbas Khalili, David B. Wolfson, Masoud Asgharian
2014 J jnl
Characterizing and finding full dimensional efficient facets in DEA: a variable returns to scale specification.
J. Oper. Res. Soc.
Mostafa Davtalab-Olyaie, Israfil Roshdi, Gholam Reza Jahanshahloo, Masoud Asgharian