Zobrazeno 1 - 10
of 8 319
pro vyhledávání: '"Mohamadi, A."'
Adam outperforms SGD when training language models. Yet this advantage is not well-understood theoretically -- previous convergence analysis for Adam and SGD mainly focuses on the number of steps $T$ and is already minimax-optimal in non-convex cases
Externí odkaz:
http://arxiv.org/abs/2410.08198
We present a theoretical explanation of the ``grokking'' phenomenon, where a model generalizes long after overfitting,for the originally-studied problem of modular addition. First, we show that early in gradient descent, when the ``kernel regime'' ap
Externí odkaz:
http://arxiv.org/abs/2407.12332
We study the geometric phase (GP) of a two-level atom coupled to an environment composed of free space and a dielectric nanosphere in thermal and out of thermal equilibrium. We analytically and numerically analyze the optical properties and loss of t
Externí odkaz:
http://arxiv.org/abs/2404.15216
Local neighborhoods play a crucial role in embedding generation in graph-based learning. It is commonly believed that nodes ought to have embeddings that resemble those of their neighbors. In this research, we try to carefully expand the concept of s
Externí odkaz:
http://arxiv.org/abs/2401.01384
Autor:
Mohamadi, Salman, Adjeroh, Donald A.
Human aging is a process controlled by both genetics and environment. Many studies have been conducted to identify a subset of genes related to aging from the human genome. Biologists implicitly categorize age-related genes into genes that cause agin
Externí odkaz:
http://arxiv.org/abs/2311.09411
Publikováno v:
اقتصاد باثبات, Vol 5, Iss 3, Pp 85-105 (2024)
Estimation of the optimal unemployment rate in accordance with the full employment of the labor force in Iran's economy for the years 69 to 1400:Achieving full employment as a long-term goal has been emphasized in the system's twenty-year vision docu
Externí odkaz:
https://doaj.org/article/8fe42b9858d045c9832c0a6cf8690579
Autor:
seyedeh zahra seyed mousavi, jahangir mohamadi, roshanak darvishzadeh, shaban shtaee Jouibary, ramin rahmani, khalil ghorbani
Publikováno v:
بومشناسی جنگلهای ایران, Vol 12, Iss 2, Pp 59-72 (2024)
Extended Abstract Background: The leaf area index (LAI) is one of the structural indices of forests and a key variable in the state of forest ecosystems. This index is one of the major structural indices of forests that plays an important role in the
Externí odkaz:
https://doaj.org/article/d2965a0610734c0687a9bebc0d6edb1a
Publikováno v:
IET Communications, Vol 18, Iss 16, Pp 938-949 (2024)
Abstract One of the most important problems in directional sensor networks is coverage problem. The coverage can be measured in two ways: positional or temporal. In temporal coverage, the directional sensors rotate periodically round themselves in a
Externí odkaz:
https://doaj.org/article/dc2641c4fb1b47c79dc9416998247375
Autor:
J. Mohamadi, SH. Binandeh
Publikováno v:
Taḥqīqāt-i Farhangī-i Īrān, Vol 17, Iss 3, Pp 41-81 (2024)
The main purpose of this research is to do a qualitative study with grounded theory on how a specific kind of femininity is constructed through the consumption of luxurious goods. To this end, everyday consuming activities of wealthy women in the cit
Externí odkaz:
https://doaj.org/article/49df51096c9a448280ab3d11772aa861
Publikováno v:
Journal of Medical Education Development, Vol 17, Iss 55, Pp 120-128 (2024)
Background & Objective: It is crucial to have a transparent and comprehensive tool in place to ensure accurate information on the educational performance of faculties. With this in mind, the aim of this study was to develop a model for ranking the ed
Externí odkaz:
https://doaj.org/article/5f0b17a43ca84760a368668493a0cb16