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convex optimization

1320 papers

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Also known as

ACO ADMM CO OCO

Co-occurring keywords

stochastic optimization (1060) convergence rate (606) stochastic gradient descent (1088) gradient descent (1143) online learning (1770) support vector machine (976) matrix completion (356) regret bound (1918) kernel methods (1096) sparse optimization (246)

Papers

A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors CVPR 2017
Convex Global 3D Registration With Lagrangian Duality CVPR 2017
Sharpness, Restart and Acceleration NIPS 2017
Variance-based Regularization with Convex Objectives NIPS 2017
Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions NIPS 2017
Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds NIPS 2017
Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization NIPS 2017
On Frank-Wolfe and Equilibrium Computation NIPS 2017
Faster and Non-ergodic O(1/K) Stochastic Alternating Direction Method of Multipliers NIPS 2017
Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls NIPS 2017
When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent NIPS 2017
Training Quantized Nets: A Deeper Understanding NIPS 2017
Elementary Symmetric Polynomials for Optimal Experimental Design NIPS 2017
Convolutional Phase Retrieval NIPS 2017
Training Deep Networks without Learning Rates Through Coin Betting NIPS 2017
Unsupervised Transformation Learning via Convex Relaxations NIPS 2017
Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search NIPS 2017
A New Alternating Direction Method for Linear Programming NIPS 2017
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NIPS 2017
Multi-output Polynomial Networks and Factorization Machines NIPS 2017
ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization NIPS 2017
SVD-Based Screening for the Graphical Lasso IJCAI 2017
Designing Illuminant Spectral Power Distributions for Surface Classification CVPR 2017
Online Summarization via Submodular and Convex Optimization CVPR 2017
Distributed Accelerated Proximal Coordinate Gradient Methods IJCAI 2017