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Shahrzad Mahboubi

Observed names: MAHBOUBI, Shahrzad, Mahboubi, Shahrzad
ORCID: 0000-0002-9577-3721
Observed ORCID: 0000-0002-9577-3721
OpenAlex ID: A5018618464
Accelerating Symmetric Rank-1 Quasi-Newton Method with Nesterov’s Gradient for Training Neural Networks
2021 · S. Indrapriyadarsini, Shahrzad Mahboubi, et al. · Algorithms · 11
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A Stochastic Quasi-Newton Method with Nesterov’s Accelerated Gradient
2020 · S. Indrapriyadarsini, Shahrzad Mahboubi, et al. · Lecture notes in computer science · 11
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Implementation of a Modified Nesterov's Accelerated Quasi-Newton Method on Tensorflow
2018 · S. Indrapriyadarsini, Shahrzad Mahboubi, et al. · IEEE International Conference on Machine Learning and Applications (ICMLA) · 9
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A Nesterov's accelerated quasi-Newton method for global routing using deep reinforcement learning
2021 · Indrapriyadarsini S, Shahrzad Mahboubi, et al. · Nonlinear Theory and Its Applications IEICE · 6
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Momentum Acceleration of Quasi-Newton Training for Neural Networks
2019 · Shahrzad Mahboubi, S. Indrapriyadarsini, et al. · Lecture notes in computer science · 6
A Novel quasi-Newton with Momentum Training for Microwave Circuit Models using Neural Networks
2018 · Shahrzad Mahboubi, Hiroshi Ninomiya · IEEE International Conference on Electronics, Circuits and Systems (ICECS) · 6
Momentum acceleration of quasi-Newton based optimization technique for neural network training
2021 · Shahrzad Mahboubi, Indrapriyadarsini S, et al. · Nonlinear Theory and Its Applications IEICE · 5
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A Robust Quasi-Newton Training with Adaptive Momentum for Microwave Circuit Models in Neural Networks
2020 · Shahrzad Mahboubi, Indrapriyadarsini Sendillkkumaar, et al. · Journal of Signal Processing · 4
A Stochastic Variance Reduced Nesterov's Accelerated Quasi-Newton Method
2019 · Sota Yasuda, Shahrzad Mahboubi, et al. · IEEE International Conference on Machine Learning and Applications (ICMLA) · 4
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A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning
2020 · Indrapriyadarsini, S., Mahboubi, Shahrzad, et al. · arXiv (Cornell University) · 3
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A Neural Network Approach to Analog Circuit Design Optimization using Nesterov's Accelerated Quasi-Newton Method
2020 · S. Indrapriyadarsini, Shahrzad Mahboubi, et al. · IEEE International Symposium on Circuits and Systems proceedings · 3
An Adaptive Stochastic Nesterov Accelerated Quasi Newton Method for Training RNNs
2019 · Indrapriyadarsini, S., Mahboubi, Shahrzad, et al. · arXiv (Cornell University) · 3
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A modified limited memory Nesterov's accelerated quasi-Newton
2021 · Indrapriyadarsini, S., Mahboubi, Shahrzad, et al. · arXiv (Cornell University) · 1
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Warai Transformer: Humorous Caption Generation from Images Using Transformer-Based AI
2026 · Ryo Yamatomi, Shahrzad Mahboubi, et al. · Journal of Signal Processing
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慣性項を用いた3次正則化ニュートン法の高速化に関する研究
2026 · マハブービ, シェヘラザード, MAHBOUBI, Shahrzad · Institutional Repositories DataBase (IRDB)
Inertial Cubic regularized Newton for acceleration of second-order optimization
2026 · Shahrzad Mahboubi, Hiroshi Ninomiya · Nonlinear Theory and Its Applications IEICE
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Adaptive Gradient Algorithm with Momentum based on Spatiotemporal Second-order Dynamical Model
2025 · Shahrzad Mahboubi, Hiroshi Ninomiya
Study on Stochastic Gradient Descent Without Explicit Error Backpropagation with Momentum
2024 · Shahrzad Mahboubi, Hiroshi Ninomiya · IEEE Conference on Artificial Intelligence (CAI)
A Study on Accelerating of Inertial Newton Algorithm for Neural Network Training
2024 · Shahrzad Mahboubi, Ryo Yamatomi, et al. · Lecture notes in networks and systems
Generative Model of Suitable Meme Sentences for Images Using AutoEncoder
2023 · Ryo Yamatomi, Shahrzad Mahboubi, et al. · Lecture notes in computer science
A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks (Student Abstract)
2022 · S. Indrapriyadarsini, Shahrzad Mahboubi, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
On the study of the memory-less quasi-Newton method with momentum term for neural network training
2022 · Shahrzad Mahboubi, Ryo Yamatomi, et al. · Nonlinear Theory and Its Applications IEICE
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Acceleration Technique of Two-Phase Quasi-Newton Method with Momentum for Optimization Problems
2020 · Sudeera Hasaranga Gunathilaka Mastiyage Don, Shahrzad Mahboubi, et al.
aSNAQ: An adaptive stochastic Nesterov's accelerated quasi-Newton method for training RNNs
2020 · Indrapriyadarsini Sendilkkumaar, Shahrzad Mahboubi, et al. · Nonlinear Theory and Its Applications IEICE
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On the Influence of Momentum term in quasi-Newton method
2019 · Shahrzad Mahboubi, S. Indrapriyadarsini, et al. · IEICE Technical Report; IEICE Tech. Rep.
Works count: 28
Citation count: 72
H-index: 6
I10-index: 2
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