Deep Frank-Wolfe for neural network optimization

Deep Frank-Wolfe for neural network optimization

他のバージョン（1件）を表示する

Learning a deep neural network requires solving a challenging optimization problem: it is a high-dimensional, non-convex and non-smooth minimization problem with a large number of terms. The current practice in neural network optimization is to rely on the stochastic gradient descent (SGD) algorithm...

書誌詳細
主要な著者:	Berrada, L, Zisserman, A, Kumar, MP
フォーマット:	Internet publication
言語:	English
出版事項:	arXiv 2018

類似資料

Deep Frank-Wolfe for neural network optimization
著者:: Berrada, L, 等
出版事項: (2019)

Training neural networks for and by interpolation
著者:: Berrada, L, 等
出版事項: (2020)

Riemannian Optimization via Frank-Wolfe Methods
著者:: Weber, Melanie, 等
出版事項: (2022)

Riemannian optimization via Frank-Wolfe methods
著者:: Weber, M, 等
出版事項: (2022)

New analysis and results for the Frank–Wolfe method
著者:: Freund, Robert Michael, 等
出版事項: (2016)

Smooth loss functions for deep top-k classification
著者:: Berrada, L, 等
出版事項: (2018)

Smooth loss functions for deep top-k classification
著者:: Berrada, L, 等
出版事項: (2018)

Investigating Frank-Wolfe-based demand forecasting methods
著者:: Soh, Chloe Sze Yee
出版事項: (2024)

Generalized stochastic Frank–Wolfe algorithm with stochastic “substitute” gradient for structured convex optimization
著者:: Lu, Haihao, 等
出版事項: (2021)

A generalized Frank–Wolfe method with “dual averaging” for strongly convex composite optimization
著者:: Zhao, Renbo, 等
出版事項: (2022)

Analysis of the Frank–Wolfe method for convex composite optimization involving a logarithmically-homogeneous barrier
著者:: Zhao, Renbo, 等
出版事項: (2022)

Short Paper - A note on the Frank–Wolfe algorithm for a class of nonconvex and nonsmooth optimization problems
著者:: de Oliveira, Welington
出版事項: (2023-01-01)

Improved Deep Neural Network for OFDM Signal Recognition Using Hybrid Grey Wolf Optimization
著者:: Yan Zhang, 等
出版事項: (2020-01-01)

Improved local models and new Bell inequalities via Frank-Wolfe algorithms
著者:: Sébastien Designolle, 等
出版事項: (2023-10-01)

Trusting SVM for piecewise linear CNNs
著者:: Berrada, L, 等
出版事項: (2016)

Trusting SVM for piecewise linear CNNs
著者:: Berrada, L, 等
出版事項: (2017)

An Improved Grey Wolf Optimization-based Learning of Artificial Neural Network for Medical Data Classification
著者:: Kumar, Narender, 等
出版事項: (2021)

AN IMPROVED GREY WOLF OPTIMIZATION-BASED LEARNING OF ARTIFICIAL NEURAL NETWORK FOR MEDICAL DATA CLASSIFICATION
著者:: Narender Kumar, 等
出版事項: (2021-02-01)

An ensemble of neural network and modified grey wolf optimizer for stock prediction
著者:: Das, Debashish
出版事項: (2019)

An Extended Frank--Wolfe Method with “In-Face” Directions, and Its Application to Low-Rank Matrix Completion
著者:: Grigas, Paul, 等
出版事項: (2018)

Customer Churn Modeling via the Grey Wolf Optimizer and Ensemble Neural Networks
著者:: Maryam Rahmaty, 等
出版事項: (2022-01-01)

A Frank–Wolfe Progressive Hedging Algorithm for Improved Lower Bounds in Stochastic SCUC
著者:: Ananth M. Palani, 等
出版事項: (2019-01-01)

A multi hidden recurrent neural network with a modified grey wolf optimizer.
著者:: Tarik A Rashid, 等
出版事項: (2019-01-01)

Trained neural networking framework based skin cancer diagnosis and categorization using grey wolf optimization
著者:: Amit Kumar K., 等
出版事項: (2024-04-01)

Estimates of Energy Consumption Using Neural Networks with the Grey Wolf Optimizer Algorithm for Turkey
著者:: Ergun UZLU
出版事項: (2019-06-01)

Control Application of Wolf Group Optimization Convolutional Neural Network in Ship Virtual Manufacturing
著者:: XIAO Shi-long, WU Di, TANG Chao-chen, SHEN Xian-hao, ZHANG De-yu
出版事項: (2021-10-01)

Grey Wolf Optimization-based Neural Network for Deaf and Mute Sign Language Recognition: Survey
著者:: Hussein Zahraa A., 等
出版事項: (2024-01-01)

Leveraging structure for optimization in deep learning
著者:: Berrada, L
出版事項: (2019)

Learner Emotional Value Recognition Technology: An Artificial Neural Network Optimized by the Grey Wolf Algorithm
著者:: Qi Chen
出版事項: (2023-01-01)

Transformer Fault Diagnosis Model Based on Improved Gray Wolf Optimizer and Probabilistic Neural Network
著者:: Yichen Zhou, 等
出版事項: (2021-05-01)

Electrical Impedance Tomography Based on Grey Wolf Optimized Radial Basis Function Neural Network
著者:: Guanghua Wang, 等
出版事項: (2022-07-01)

Fault Detection in HVDC System with Gray Wolf Optimization Algorithm Based on Artificial Neural Network
著者:: Raad Salih Jawad, 等
出版事項: (2022-10-01)

Deepwater Oil-Based Drilling Fluid Systembased on Grey Wolf Optimized BP neural network
著者:: Sui Dianjie, 等
出版事項: (2022-01-01)

An artificial neural network optimized by grey wolf optimizer for prediction of hourly wind speed in Tamil Nadu, India
著者:: Ahmet Cevahir Cinar, 等
出版事項: (2022-11-01)

An optimized model based on adaptive convolutional neural network and grey wolf algorithm for breast cancer diagnosis.
著者:: Khaled Alnowaiser, 等
出版事項: (2024-01-01)

Hybrid Whale and Gray Wolf Deep Learning Optimization Algorithm for Prediction of Alzheimer’s Disease
著者:: Chitradevi Dhakhinamoorthy, 等
出版事項: (2023-02-01)

Optimizing Cardiovascular Disease Prediction: A Synergistic Approach of Grey Wolf Levenberg Model and Neural Networks
著者:: Sheikh Amir Fayaz Fayaz, 等
出版事項: (2023-11-01)

Short-Term Solar Power Forecasting via General Regression Neural Network with Grey Wolf Optimization
著者:: Chia-Sheng Tu, 等
出版事項: (2022-09-01)

Identifikasi Ekspresi Wajah Manusia Menggunakan Algoritma Grey Wolf Optimizer dan Convolutional Neural Network
著者:: Ni’matur Rohim, 等
出版事項: (2024-04-01)

PID Control Model Based on Back Propagation Neural Network Optimized by Adversarial Learning-Based Grey Wolf Optimization
著者:: Huaiqin Liu, 等
出版事項: (2023-04-01)