Výsledky vyhledávání - Adaptive Moment Estimation with Weight Decay algorithm

A data-driven cost estimation model for agile development based on Kolmogorov-Arnold Networks and AdamW optimization Autor Zhao, Xiaoyan, Xiong, Xin, Mansor, Zulkefli, Razali, Rozilawati, Ahmad Nazri, Mohd Zakree, Li, Liangyu

“… However, accurate cost estimation in agile projects remains challenging, mainly due to frequent requirement changes and data scarcity…”
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An Improved Adaptive Moment Estimation Algorithm for the Industrial Robot Calibration Autor Chen, Tinghui, Li, Shuai

“… To address this issue, this paper presents a novel robot algorithm that combines an adaptive and momental bound algorithm with decoupled weight decay (AdaModW…”
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Short-term building cooling load prediction model based on DwdAdam-ILSTM algorithm: A case study of a commercial building Autor Dong, Fangnan, Yu, Junqi, Quan, Wei, Xiang, Yalun, Li, Xiang, Sun, Fukang

“… Then, the decoupling weight decay adaptive moment estimation (DwdAdam) optimization algorithm is utilized to optimize the parameters of the improved long short term memory (ILSTM) prediction model…”
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Highly Accurate Robot Calibration Using Adaptive and Momental Bound with Decoupled Weight Decay Autor Chen, Tinghui, Li, Shuai

“… To address this issue, this paper presents a novel robot algorithm that combines an adaptive and momental bound algorithm with decoupled weight decay (AdaModW…”
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A new optimization algorithm for non-stationary time series prediction based on recurrent neural networks Autor Zhang, Yulai, Wang, Yuchao, Luo, Guiming

“… A moving window and exponential decay weights are used in this algorithm to eliminate the effects of the history gradients…”
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Variational HyperAdam: A Meta-Learning Approach to Network Training Autor Wang, Shipeng, Yang, Yan, Sun, Jian, Xu, Zongben

“…Stochastic optimization algorithms have been popular for training deep neural networks…”
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Automatic Impervious Surface Area Detection Using Image Texture Analysis and Neural Computing Models with Advanced Optimizers Autor Hoang, Nhat-Duc

“… To achieve this task, advanced optimizers of adaptive moment estimation (Adam), a variation of Adam called Adamax, Nesterov-accelerated adaptive moment estimation (Nadam…”
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Enhanced Short-Term Load Power Forecasting Using Lion-Optimized Temporal Convolutional Networks with Advanced Hyperparameter Tuning Autor Musbah, Hmeda, Aly, Hamed H., Othoman, Ali

“…), Adaptive Moment Estimation with Weight Decay (AdamW), and the Lion…”
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The Analysis of the Neural Network Optimizers in Condition of the Limited Dataset Autor Pchelin, Andrey V., Martyanov, Andrey S., Antipin, Dmitry S.

“…), root-mean-square propagation (RMSProp), adaptive moment estimation (Adam) and decoupled weight decay regularization…”
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Application of a convolutional neural network to land use classification based on GF-2 remote sensing imagery Autor Yu, Jun, Du, Shizhou, Xin, Zhenghua, Huang, Linsheng, Zhao, Jinling

“…Traditional remote sensing-based land use classification methods mainly focus on pixel-based unsupervised and supervised approaches and object-based image…”
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Attention-Enhanced Hybrid Automatic Modulation Classification for Advanced Wireless Communication Systems: A Deep Learning-Transformer Framework Autor Ansari, Sam, Alnajjar, Khawla A., Majzoub, Sohaib, Almajali, Eqab, Jarndal, Anwar, Bonny, Talal, Hussain, Abir, Mahmoud, Soliman

“…The advancement of wireless communication toward beyond fifth-generation (B5G) and sixth-generation (6G) standards demands intelligent and scalable signal…”
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Computations over data streams Autor Puttagunta, Vasundhara

“… We present novel summaries to estimate aggregate queries over streaming data, and adaptive computations for stream applications based on forgetting factors…”
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