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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

Provable Submodular Minimization using Wolfe's Algorithm NIPS 2014
A Novel M-Estimator for Robust PCA JMLR 2014
Convex Deep Learning via Normalized Kernels NIPS 2014
Large-Margin Convex Polytope Machine NIPS 2014
Decoupled Variational Gaussian Inference NIPS 2014
FAST LABEL: Easy and Efficient Solution of Joint Multi-Label and Estimation Problems CVPR 2014
Decorrelated Vectorial Total Variation CVPR 2014
Efficient Optimization for Average Precision SVM NIPS 2014
Towards Ultrahigh Dimensional Feature Selection for Big Data JMLR 2014
Convex Optimization Procedure for Clustering: Theoretical Revisit NIPS 2014
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014
Efficient Minimax Signal Detection on Graphs NIPS 2014
Towards an optimal stochastic alternating direction method of multipliers ICML 2014
Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection ICML 2014
Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity CVPR 2014
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NIPS 2014
Segmentation-Free Dynamic Scene Deblurring CVPR 2014
Weighted Nuclear Norm Minimization with Application to Image Denoising CVPR 2014
Separable Kernel for Image Deblurring CVPR 2014
Convex vs Non-Convex Estimators for Regression and Sparse Estimation: the Mean Squared Error Properties of ARD and GLasso JMLR 2014
Robust Logistic Regression and Classification NIPS 2014
Exclusive Feature Learning on Arbitrary Structures via $\ell_{1,2}$-norm NIPS 2014
Time--Data Tradeoffs by Aggressive Smoothing NIPS 2014
Convex Total Least Squares ICML 2014
Shaping Social Activity by Incentivizing Users NIPS 2014