Results 61 to 70 of about 36,144 (280)
Al-Muamalat, 2019 ABSTRAK Pasal 49 huruf I UU No.3 Tahun 2006 tentang perubahan atas UU No.7 Tahun 1989 tentang Peradilan Agama memberikan kewenangan baru bagi PA sebagai lembaga litigasi penyelesaian sengketa ekonomi syariah. UU No.
Abdulah Safe’i, Muhamad Kholid
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On the Role of Preprocessing and Memristor Dynamics in Reservoir Computing for Image Classification
Advanced Electronic Materials, EarlyView.ABSTRACT Reservoir computing (RC) is an emerging recurrent neural network architecture that has attracted growing attention for its low training cost and modest hardware requirements. Memristor‐based circuits are particularly promising for RC, as their intrinsic dynamics can reduce network size and parameter overhead in tasks such as time‐series ...
Rishona Daniels +4 more
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, 2022 Stochastic Gradient Descent (SGD) is the workhorse for training large-scale machine learning applications. Although the convergence rate of its deterministic counterpart, Gradient Descent (GD), can be shown to be accelerated by adaptations that use the notion of momentum, e.g., Heavy Ball (HB) or Nesterov Accelerated Gradient (NAG), the theory could ...
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Ordering for Non-Replacement SGD
CoRR, 2023 One approach for reducing run time and improving efficiency of machine learning is to reduce the convergence rate of the optimization algorithm used. Shuffling is an algorithm technique that is widely used in machine learning, but it only started to gain attention theoretically in recent years.
Yuetong Xu, Baharan Mirzasoleiman
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Advanced Intelligent Discovery, EarlyView.AI‐BioMech is a deep learning framework that predicts the mechanical behavior of biological cellular materials directly from 2D images. By replacing traditional finite element analysis with semantic segmentation, it identifies stress and strain distributions with 99% accuracy, offering a high‐speed, scalable alternative for analyzing complex, aperiodic
Haleema Sadia +2 more
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Peranan Politik Hukum dalam Pengembangan Profesi Advokat
Khazanah Hukum, 2020 Masalah yang timbul saat ini begitu banyaknya organisasi advokat yang ada jika bandingkan dengan profesi lain, misal IDI adalah organisasi dokter indonesia yang menaungi profesi dokter, sedangkan advokat banyak sehingga terjadi persaingan yang tidak ...
Agus Saepudin
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Communicating The Collaborative Lecturing Style to Millenial Learner in The Classroom
Nyimak: Journal of Communication, 2021 One-way communication learning is no longer relevant for millennial learners. This digital native generation need the independency to learn things. They need to be understood by their unique characteristics.
Lucy Pujasari Supratman, Aep Wahyudin
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Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.Quadrotor unmanned aerial vehicle control is critical to maintain flight safety and efficiency, especially when facing external disturbances and model uncertainties. This article presents a robust reinforcement learning control scheme to deal with these challenges.
Yu Cai +3 more
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CoRR, 2016 Asynchronous distributed stochastic gradient descent methods have trouble converging because of stale gradients. A gradient update sent to a parameter server by a client is stale if the parameters used to calculate that gradient have since been updated on the server.
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Decentralized SGD and Average-direction SAM are Asymptotically Equivalent [PDF]
, 2023 Decentralized stochastic gradient descent (D-SGD) allows collaborative learning on massive devices simultaneously without the control of a central server. However, existing theories claim that decentralization invariably undermines generalization.
Tao, Dacheng +4 more
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