Výsledky vyhľadávania - "Stochastic gradient descent algorithms"

Decision-Feedback Equalization for Pulse-Position Modulation Autor Klein, A.G., Duhamel, P.

“… Then, we derive a computationally efficient MMSE equalizer which removes these restrictions, and is suitable for use with training-based stochastic gradient-descent algorithms…”
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Design of Weed Detection Technique Using Yolo Models Autor M, Sreehari, Jain, Ankur

“…The use of the ADAM (Adaptive Moment Estimation) and SGD (Stochastic Gradient Descent…”
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MMSE decision feedback equalization of pulse position modulated signals Autor Klein, A.G., Johnson, C.R.

“… Then, we derive a computationally efficient MMSE equalizer which removes these restrictions, and is suitable for use with stochastic gradient descent algorithms…”
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Fusion of smartphone sensor data for classification of daily user activities Autor Şengül, Gökhan, Ozcelik, Erol, Misra, Sanjay, Damaševičius, Robertas, Maskeliūnas, Rytis

“…) method with a stochastic gradient descent algorithm for construction of optimal decision trees for classification…”
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Improved Remote Sensing Image Classification Based on Multi-Scale Feature Fusion Autor Zhang, Chengming, Chen, Yan, Yang, Xiaoxia, Gao, Shuai, Li, Feng, Kong, Ailing, Zu, Dawei, Sun, Li

“…When extracting land-use information from remote sensing imagery using image segmentation, obtaining fine edges for extracted objects is a key problem that is…”
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DECISION MAKING IN DYNAMIC ENVIRONMENTS AN APPLICATION OF MACHINE LEARNING TO THE ANALYTICAL HIERARCHY PROCESS Autor Jassemi-Zargani, Rahim, Kamps, Caelum

“… Using the opinions of one or many subject matter experts and the AHP, the relative importance of evidence can be quantified…”
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No-reference image quality assessment based on automatic machine learning Autor Qian, Qi, Sang, Qingbing

“… Mainly through the Differentiable Architecture Search algorithm, the structure of the modular Neural Network unit is searched by the stochastic gradient descent algorithm with better training…”
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Palm vein recognition based on end-to-end convolutional neural network Autor Du, Dongyang, Lu, Lijun, Fu, Ruiyang, Yuan, Lisha, Chen, Wufan, Liu, Yaqin

“… The classification error was minimized via the mini-batch stochastic gradient descent algorithm with momentum to optimize the feature descriptor along with the direction of the gradient descent…”
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Joint Hybrid/Passive Beamforming Design in IRS-aided Multi-User MISO Systems for PS-SWIPT Autor Ntougias, Konstantinos, Krikidis, Ioannis

“… weights and IRS phase shifts. We also derive a low-complexity, decoupled iterative design where the analog precoder is updated via the stochastic gradient descent algorithm and the PB is computed via…”
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Design of Peer-to-Peer Transactions for Multi-microgrids Based on Non-cooperative Game Theory and Distributed Machine Learning Autor Li, Jifeng, Pan, Feng, Wang, Yanbo, He, Xingtang, Liang, Xianming, Wu, Jun

“…, the microgrid, were constructed. Second, the principle of the elastic average stochastic gradient descent algorithm and the distributed machine learning framework based on the algorithm were introduced…”
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Finding Reusable Modules Using Sparse Matrix Decompositions Autor Chavez, Victor Mireles

“… One commonly accepted property of such modules is that they are redeployed across different conditions, so that sets of elements that have been jointly subject to evolutionary processes are re-purposed…”
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A convolutional neural network approach for face verification Autor Khalil-Hani, Mohamed, Liew Shan Sung

“… Network training is performed using the stochastic gradient descent algorithm with annealed global learning rate…”
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Age Optimal Sampling for Unreliable Channels under Unknown Channel Statistics Autor He, Hongyi, Tang, Haoyue, Pan, Jiayu, Wang, Jintao, Song, Jian, Tassiulas, Leandros

“… Both channels are subject to random delays. To evaluate the timeliness of the status information at the receiver, we use the Age of Information (AoI) metric…”
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Achieving Robust Data-driven Contextual Decision Making in a Data Augmentation Way Autor Li, Zhaoen, Liu, Maoqi, Zhang, Zhi-Hai

“… We develop a stochastic gradient descent algorithm based on the idea of data augmentation to solve the model efficiently…”
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Chapter 5 - Verbal sentiment analysis and detection using recurrent neural network Autor Mohanty, Mohan Debarchan, Mohanty, Mihir Narayan

“… out. Some of the versions are recorded from human subjects in different moods. These are deeply analyzed instead of only considering…”
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