Zobrazeno 1 - 10
of 105
pro vyhledávání: '"Karimi, Hamed"'
Autor:
Karimi, Hamed, Samavi, Reza
In this paper, we propose Evidential Conformal Prediction (ECP) method for image classifiers to generate the conformal prediction sets. Our method is designed based on a non-conformity score function that has its roots in Evidential Deep Learning (ED
Externí odkaz:
http://arxiv.org/abs/2406.10787
Autor:
Karimi, Hamed, Samavi, Reza
Publikováno v:
Published in Proceedings of the AAAI Inaugural Summer Symposium Series 2023 (SuSS-23), Vol. 1, No. 1, pp. 142-148
Precise estimation of predictive uncertainty in deep neural networks is a critical requirement for reliable decision-making in machine learning and statistical modeling, particularly in the context of medical AI. Conformal Prediction (CP) has emerged
Externí odkaz:
http://arxiv.org/abs/2306.00876
Publikováno v:
International Journal of Productivity and Performance Management, 2023, Vol. 73, Issue 5, pp. 1357-1386.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJPPM-05-2022-0228
Publikováno v:
In Engineering Applications of Artificial Intelligence May 2024 131
Publikováno v:
Journal of Geodetic Science, Vol 13, Iss 1, Pp 3373-404 (2023)
Gravity recovery and climate experiment (GRACE) and GRACE Follow-On (GRACE-FO) are Earth’s gravity satellite missions with hydrological monitoring applications. However, caused by measuring instrumental problems, there are several temporal missing
Externí odkaz:
https://doaj.org/article/b401898247804da8a29ecafba7c74873
Publikováno v:
In Computers & Industrial Engineering January 2023 175
Publikováno v:
Phys. Rev. E 96, 043312 (2017)
We present and apply a general-purpose, multi-start algorithm for improving the performance of low-energy samplers used for solving optimization problems. The algorithm iteratively fixes the value of a large portion of the variables to values that ha
Externí odkaz:
http://arxiv.org/abs/1706.07826
Autor:
Karimi, Hamed
In this thesis we study two different one dimensional systems. The first project is on the transverse dynamical structure factors of the XXZ spin chain and the second project is on magnetism of zigzag edges of graphene nano-ribbons. In chapter 2, we
Externí odkaz:
http://hdl.handle.net/2429/50310
Autor:
Karimi, Hamed1, Khai Wah Khaw1 khaiwah@usm.my, XinYing Chew2, Zhi Lin Chong3, Shiuh Tong Lim1
Publikováno v:
Journal of Science & Technology (JST). 2023, Vol. 15 Issue 2, p54-80. 27p.
In 1963, Polyak proposed a simple condition that is sufficient to show a global linear convergence rate for gradient descent. This condition is a special case of the \L{}ojasiewicz inequality proposed in the same year, and it does not require strong
Externí odkaz:
http://arxiv.org/abs/1608.04636