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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

Entropy Minimization for Convex Relaxation Approaches ICCV 2015
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015
Self Scaled Regularized Robust Regression CVPR 2015
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NIPS 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
On the Global Linear Convergence of Frank-Wolfe Optimization Variants NIPS 2015
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NIPS 2015
Robust PCA with compressed data NIPS 2015
Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints JMLR 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NIPS 2015
Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NIPS 2015
Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care NIPS 2015
Efficient Compressive Phase Retrieval with Constrained Sensing Vectors NIPS 2015
Reflection Removal for In-Vehicle Black Box Videos CVPR 2015
A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NIPS 2015
Communication Complexity of Distributed Convex Learning and Optimization NIPS 2015
Sparse and Low-Rank Tensor Decomposition NIPS 2015
Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015
On Pairwise Costs for Network Flow Multi-Object Tracking CVPR 2015
A Universal Primal-Dual Convex Optimization Framework NIPS 2015
Online Learning for Adversaries with Memory: Price of Past Mistakes NIPS 2015
An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization ICML 2015
Information-theoretic lower bounds for convex optimization with erroneous oracles NIPS 2015
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach CVPR 2015
Decomposition Bounds for Marginal MAP NIPS 2015