Zobrazeno 1 - 10
of 8 333
pro vyhledávání: '"Mohamadi A"'
Autor:
Ali A. Rostami, Jerry L. Campbell, Yezdi B. Pithawalla, Hamideh Pourhashem, Raheema S. Muhammad-Kah, Mohamadi A. Sarkar, Jianmin Liu, Willie J. McKinney, Robinan Gentry, Maria Gogova
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-18 (2022)
Abstract Physiologically based pharmacokinetic (PBPK) modeling can be a useful tool for characterizing nicotine pharmacokinetics (PK) from use of tobacco products. We expand a previously published PBPK model to simulate a nicotine PK profile, followi
Externí odkaz:
https://doaj.org/article/30402a91565447e0a0d12ad30d1ac0c2
The increasing integration of the Internet of Medical Things (IoMT) into healthcare systems has significantly enhanced patient care but has also introduced critical cybersecurity challenges. This paper presents a novel approach based on Convolutional
Externí odkaz:
http://arxiv.org/abs/2410.23306
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
Publikováno v:
Clinical Optometry, Vol Volume 12, Pp 183-187 (2020)
Leila Sharbatoghli,1 Hassan Hashemi,2 Alireza Mohamadi,3 Ebrahim Jafarzadehpur,3 Abbasali Yekta,4 Ali Mirzajani,3 Mehdi Khabazkhoob5 1Noor Research Center for Ophthalmic Epidemiology, Noor Eye Hospital, Tehran, Iran; 2Noor Ophthalmology Research Cent
Externí odkaz:
https://doaj.org/article/06a46af04a234b18a822605f3d5c4540
Autor:
Michael T. Fisher, Susan Marie Tan-Torres, Charles L. Gaworski, Ryan A. Black, Mohamadi A. Sarkar
Publikováno v:
Harm Reduction Journal, Vol 16, Iss 1, Pp 1-10 (2019)
Abstract Background Assessments supporting smokeless tobacco (SLT) disease risk are generally decades old. Newer epidemiological data may more accurately represent the health risks associated with contemporary US-based SLT products, many of which con
Externí odkaz:
https://doaj.org/article/c67cb0a6e689499682cf437f555a9024
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
Autor:
Fadi Aldeek, Mohamadi A. Sarkar
Publikováno v:
Separations, Vol 9, Iss 3, p 78 (2022)
Cigarette smoking remains the leading cause of preventable premature death and disease in the U [...]
Externí odkaz:
https://doaj.org/article/c8ec155ef4c540598166140e4230f099
Autor:
Ali A. Rostami, Jerry L. Campbell, Yezdi B. Pithawalla, Hamideh Pourhashem, Raheema S. Muhammad-Kah, Mohamadi A. Sarkar, Jianmin Liu, Willie J. McKinney, Robinan Gentry, Maria Gogova
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-1 (2022)
Externí odkaz:
https://doaj.org/article/45206e653006461698478f0987a342c5
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