Stochastic gradient descent
相关论文数: 20
顶级研究者
最高引用论文
A Convergence Theory for Deep Learning via Over-Parameterization
Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song
引用数: 176 • 2018
Hilbert maps: Scalable continuous occupancy mapping with stochastic gradient descent
Fábio Ramos, Lionel Ott
引用数: 134 • 2016
Hilbert maps: scalable continuous occupancy mapping with stochastic gradient descent
Fábio Ramos, Lionel Ott
引用数: 114 • 2015
Balancing Communication and Computation in Distributed Optimization
Albert S. Berahas, Raghu Bollapragada, Nitish Shirish Keskar, Ermin Wei
引用数: 111 • 2018
An Experimental Approach towards the Performance Assessment of Various Optimizers on Convolutional Neural Network
Tianrong Rao
引用数: 98 • 2019
Learning to Reproduce Fluctuating Time Series by Inferring Their Time-Dependent Stochastic Properties: Application in Robot Learning Via Tutoring
Shingo Murata, Jun Namikawa, Hiroaki Arie, Shigeki Sugano, Jun Tani
引用数: 75 • 2013
Online constraint network optimization for efficient maximum likelihood map learning
Giorgio Grisetti, Dario Lodi Rizzini, Cyrill Stachniss, Edwin Olson, Wolfram Burgard
引用数: 69 • 2008
Robust Stochastic Gradient Descent With Student-t Distribution Based First-Order Momentum
Wendyam Eric Lionel Ilboudo, Taisuke Kobayashi, Kenji Sugimoto
引用数: 67 • 2020
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network
Rezoana Bente Arif, Md. Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Mahjabin Oishe
引用数: 60 • 2018
Spatio-Temporal Learning With the Online Finite and Infinite Echo-State Gaussian Processes
Harold Soh, Yiannis Demiris
引用数: 60 • 2014
Stochastic source seeking in complex environments
Nikolay Atanasov, Jérôme Le Ny, Nathan Michael, George J. Pappas
引用数: 55 • 2012
Convolutional Neural Support Vector Machines: Hybrid Visual Pattern Classifiers for Multi-robot Systems
Jawad Nagi, Gianni A. Di, Alessandro Giusti, Farrukh Nagi, Luca Maria Gambardella
引用数: 49 • 2012
Mean Field Analysis of Neural Networks: A Law of Large Numbers
Justin Sirignano, Konstantinos Spiliopoulos
引用数: 40 • 2020
Tracking Moving Agents via Inexact Online Gradient Descent Algorithm
Amrit Singh Bedi, P.S. Sarma, Ketan Rajawat
引用数: 39 • 2018
A hybrid approach for face recognition using a convolutional neural network combined with feature extraction techniques
Hicham Benradi, Ahmed Chater, Abdelali Lasfar
引用数: 37 • 2022
Mean Field Analysis of Neural Networks
Justin Sirignano, Konstantinos Spiliopoulos
引用数: 32 • 2018
Recursive Decomposition for Nonconvex Optimization
Abram L. Friesen, Pedro Domingos
引用数: 27 • 2016
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks
Stefano Savazzi, Sanaz Kianoush, Vittorio Rampa, Mehdi Bennis
引用数: 22 • 2020
Variable three-term conjugate gradient method for training artificial neural networks
Hansu Kim, Chuxuan Wang, Hyoseok Byun, Weifei Hu, Sanghyuk Kim, Qing Jiao, Tae Hee Lee
引用数: 20 • 2022
Sensor-based robot deployment algorithms
Jérôme Le Ny, George J. Pappas
引用数: 19 • 2010