First order methods

Source: Wikipedia. Pages: 80. Chapters: Euler method, Gradient descent, Gradient method, Linear approximation, Schild's ladder. Excerpt: 330 article summaries including: Post-Human Futures "Transcension", by Damien Broderick and "Schild's Ladder", by Greg Egan review . Adaptive Online Gradient Descent . Online gradient descent learning algorithms . On Cyclic Gradient Descent Reprojection . Multiple-Gradient Descent Algorithm (MGDA) . 10 First-order methods for sparse covariance selection . 12 Online Learning, Stability, and Stochastic Gradient Descent . 13 Stochastic gradient descent on Riemannian manifolds . 14 An Algebraic View to Gradient Descent Decoding . 15 Knot Tightening By Constrained Gradient Descent . Multiplicative parameters in gradient descent methods . Stochastic Gradient Descent with Only One Projection . Knot Tightening by Constrained Gradient Descent . Scalable stochastic gradient descent with improved confidence . Gradient descent of the frame potential . A zealous parallel gradient descent algorithm . Learning by on-line gradient descent . A Coordinate Gradient Descent Method for Nonsmooth . Online learning via congregational gradient descent . The Backward-Euler Method . 34 Efficient First Order Methods for Linear Composite Regularizers . 35 Fast First-Order Methods for Stable Principal Component Pursuit . 36 An acceleration procedure for optimal first-order methods . 37 Adaptive First-Order Methods for General Sparse Inverse Covariance Selection . Efficient First Order Methods for Linear Composite Regularizers . First-order methods of smooth convex optimization with inexact oracle . First-order methods for nuclear norm minimization and its applications . Stochastic first order methods in smooth convex optimization . First-order methods of smooth convex optimization with inexact oracle . Alternate minimization gradient method . Improving the Modified Euler Method . Designing an equalizer structure using gradient descent algorithms . A Stochastic Gradient Descent Algorithm for Structure Risk Minimisation . Design Gradient Descent Optimal Sliding Mode Control of Continuum Robots . HIBRID SIMULATED ANNEALING DAN GRADIENT DESCENT UNTUK MINIMASI FUNGSI NONLINEAR . 54 Learning Model-Based Sparsity via Projected Gradient Descent . 55 Analysis of Natural Gradient Descent for Multilayer Neural Networks . 56 Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization . A Gradient Descent Orthogonal Search Algorithm for Motion Estimation . Prior knowledge and preferential structures in gradient descent learning algorithms . 59 HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent . 60 Holonomic Gradient Descent and its Application to Fisher-Bingham Integral . 61 Gradient Descent Bit Flipping Algorithms for Decoding LDPC Codes . 62 Gradient descent learning in and out of equilibrium . Accurate Short-Term Yield Curve Forecasting using Functional Gradient Descent . Accurate Yield Curve Scenarios Generation using Functional Gradient Descent . A hardware acceleration technique for gradient descent and conjugate gradient . GRADIENT DESCENT LEARNING IN PERCEPTRONS - A REVIEW OF ITS POSSIBILITIES . Run-to-Run MPC Tuning via Gradient Descent . Accurate Short-Term Yield Curve Forecasting using Functional Gradient Descent . Large-scale matrix factorization with distributed stochastic gradient descent . Accurate short-term yield curve forecastin...