conftrace_

gradient descent

1144 papers

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Also known as

GD

Co-occurring keywords

neural network (6616) neural network optimization (1293) convex optimization (1321) non-convex optimization (547) convergence rate (607) stochastic optimization (1060) convergence analysis (395) stochastic gradient descent (1091) nonconvex optimization (316) implicit bia (107)

Papers

Exact Recovery of Hard Thresholding Pursuit NIPS 2016
Dual Space Gradient Descent for Online Learning NIPS 2016
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks CVPR 2016
Energetic Natural Gradient Descent ICML 2016
Hyperparameter optimization with approximate gradient ICML 2016
A Self-Correcting Variable-Metric Algorithm for Stochastic Optimization ICML 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016
Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow NIPS 2016
Low-rank Solutions of Linear Matrix Equations via Procrustes Flow ICML 2016
Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features COLING 2016
Online PCA with Optimal Regret JMLR 2016
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation AISTATS 2016
First-order Methods for Geodesically Convex Optimization COLT 2016
Basis Learning as an Algorithmic Primitive COLT 2016
Full-Capacity Unitary Recurrent Neural Networks NIPS 2016
Fast Algorithms for Robust PCA via Gradient Descent NIPS 2016
Global Optimality of Local Search for Low Rank Matrix Recovery NIPS 2016
Dropping Convexity for Faster Semi-definite Optimization COLT 2016
Online Isotonic Regression COLT 2016
Gradient Descent Only Converges to Minimizers COLT 2016
Black-box Optimization with a Politician ICML 2016
Learning to learn by gradient descent by gradient descent NIPS 2016
Deeply-Recursive Convolutional Network for Image Super-Resolution CVPR 2016
Provable Non-convex Phase Retrieval with Outliers: Median TruncatedWirtinger Flow ICML 2016
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016