Supplementary Materials: Accelerated Stochastic Gradient Descent for Minimizing Finite Sums Atsushi Nitanda Tokyo Institute of Technology and NTT DATA Mathematical Systems Inc. Tokyo, Japan

Source URL: jmlr.org

ADVANCES IN OPTIMIZING RECURRENT NETWORKS Yoshua Bengio, Nicolas Boulanger-Lewandowski and Razvan Pascanu arXiv:1212.0901v2 [cs.LG] 14 DecU. Montreal

Source URL: arxiv.org

• Artificial neural networks
• Applied mathematics
• Machine learning
• Cybernetics
• Recurrent neural network
• Deep learning
• Long short-term memory
• Stochastic gradient descent
• Convolutional neural network
• Rectifier
• Backpropagation
• Gradient descent

PHYSICS OF FLUIDS 20, 101504 共2008兲 Modeling the pressure Hessian and viscous Laplacian in turbulence: Comparisons with direct numerical simulation and implications on velocity gradient dynamics L. Chevillard,1,2 C.

Source URL: perso.ens-lyon.fr

Topmoumoute online natural gradient algorithm Nicolas Le Roux University of Montreal Pierre-Antoine Manzagol

Source URL: nicolas.le-roux.name

• Mathematics
• Numerical analysis
• Algebra
• Computational statistics
• Stochastic optimization
• Linear filters
• Numerical linear algebra
• Convex optimization
• Stochastic gradient descent
• Gradient descent
• Artificial neural network
• Mathematical optimization

Gradient Descent Objective Function Some differentiable function f : Rn → R. Gradient Descent Start with some x0, i = 0 and learning rate λ repeat

Source URL: alex.smola.org

IXXAT logo_right gradient

Source URL: www.anybus.com

Mount Hermon Adventures Logo [gradient]

Source URL: 4dfdcf5e39481c021811-ed5dbb7db8a55f1f885413697706bc29.r5.cf1.rackcdn.com

Weighted SGD for ?𝓅 Regression with Randomized Preconditioning

Source URL: www.stat.berkeley.edu

• Operations research
• Econometrics
• Convex optimization
• Numerical linear algebra
• Estimation theory
• Preconditioner
• Support vector machine
• Linear regression
• Gradient descent
• Regression analysis
• Stochastic gradient descent
• Linear programming

TOPICS IN GEOMETRIC ANALYSIS: MAXIMUM PRINCIPLES, REFINED KATO INEQUALITIES, AND GRADIENT ESTIMATES OF HARMONIC FUNCTIONS AND EIGENFUNCTIONS OF THE LAPLACIAN DANIEL J. F. FOX Contents

Source URL: 138.100.100.254

On the structure of gradient Ricci solitons with constant scalar curvature Eduardo Garc´ıa-R´ıo University of Santiago de Compostela, Faculty of Mathematics, Santiago de Compostela, SPAIN []

Source URL: tesla.pmf.ni.ac.rs