A Novel Sine Step Size for Warm-Restart Stochastic Gradient Descent by Mahsa Soheil Shamaee, Sajad Fathi Hafshejani

Subjects: “…stochastic gradient descent…”
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The Generalization Error Bound for A Stochastic Gradient Descent Family bia A Gaussian Approximation Method by Chen Hao, Mo Zhanfeng, Yang Zhouwang

Subjects: “…stochastic gradient descent…”
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Long Short Term Memory Using Stochastic Gradient Descent and Adam for Stock Prediction by Muhammad Athanabil Andi Fawazdhia, Zani Anjani Rafsanjani HSM

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Explicit Model for Chiller Fault Diagnosis Based on Multi-objective Regression with Different Weights by Wu Kongrui, Han Hua, Yang Yuting, Lu Hailong, Ling Minbin

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Stochastic Gradient Descent for Kernel-Based Maximum Correntropy Criterion by Tiankai Li, Baobin Wang, Chaoquan Peng, Hong Yin

Subjects: “…stochastic gradient descent…”
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A Novel Approach for Differential Privacy-Preserving Federated Learning by Anis Elgabli, Wessam Mesbah

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Cost-Efficient Distributed Learning via Combinatorial Multi-Armed Bandits by Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Deniz Gündüz

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On the Synergy of Optimizers and Activation Functions: A CNN Benchmarking Study by Khuraman Aziz Sayın, Necla Kırcalı Gürsoy, Türkay Yolcu, Arif Gürsoy

Subjects: “…Stochastic Gradient Descent…”
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Non-Iterative Phase-Only Hologram Generation via Stochastic Gradient Descent Optimization by Alejandro Velez-Zea, John Fredy Barrera-Ramírez

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A Dual-Branch Deep Learning Framework Combining Xception and ResNet for Accurate Lung and Colon Cancer Detection by Chandrasekar Venkatachalam, Priyanka Shah

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DETERMINATION OF THE BEST OPTIMIZER FOR A NEURONETWORK IN THE DEVELOPMENT OF AUTOMATIC IMAGE TAGGING SYSTEMS by Andrian Kozynets

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Variance Reduction Optimization Algorithm Based on Random Sampling by GUO Zhenhua, YAN Ruidong, QIU Zhiyong, ZHAO Yaqian, LI Rengang

Subjects: “…stochastic gradient descent; variance reduction; convex optimization; non-convex optimization; convergence rate…”
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Stochastic gradient descent algorithm preserving differential privacy in MapReduce framework by Yihan YU, Yu FU, Xiaoping WU

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DIGEST: Fast and Communication Efficient Decentralized Learning With Local Updates by Peyman Gholami, Hulya Seferoglu

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OptiSGD-DPWGAN: Integrating Metaheuristic Algorithms and Differential Privacy to Improve Privacy-Utility Trade-Off in Generative Models by Alshaymaa Ahmed Mohamed, Yasmine N. M. Saleh, Ayman A. Abdel-Hamid

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Online Three-Dimensional Fuzzy Multi-Output Support Vector Regression Learning Modeling for Complex Distributed Parameter Systems by Gang Zhou, Xianxia Zhang, Hanyu Yuan, Bing Wang

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Stochastic resetting mitigates latent gradient bias of SGD from label noise by Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong

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SGD-TripleQNet: An Integrated Deep Reinforcement Learning Model for Vehicle Lane-Change Decision by Yang Liu, Tianxing Yang, Liwei Tian, Jianbiao Pei

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Tri-Algo guardian ensemble approach for fake news detection in social media by Borra Vineetha, Munirathinam Nirmala

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DETECTION OF NON-MELANOMA SKIN CANCER BY DEEP CONVOLUTIONAL NEURAL NETWORK AND STOCHASTIC GRADIENT DESCENT OPTIMIZATION ALGORITHM by Premananda Sahu, Srikanta Kumar Mohapatra, Prakash Kumar Sarang, Jayashree Mohanty, Pradeepta Kumar Sarangi

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