← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Information Theoretical Clustering via Semidefinite Programming AISTATS 2011
CAKE: Convex Adaptive Kernel Density Estimation AISTATS 2011
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization NIPS 2011
Clustered Multi-Task Learning Via Alternating Structure Optimization NIPS 2011
Statistical Performance of Convex Tensor Decomposition NIPS 2011
A Fast Algorithm for Recovery of Jointly Sparse Vectors based on the Alternating Direction Methods AISTATS 2011
Thinning Measurement Models and Questionnaire Design NIPS 2011
Universal low-rank matrix recovery from Pauli measurements NIPS 2011
On the accuracy of l1-filtering of signals with block-sparse structure NIPS 2011
RTRMC: A Riemannian trust-region method for low-rank matrix completion NIPS 2011
Better Mini-Batch Algorithms via Accelerated Gradient Methods NIPS 2011
Energetically Optimal Action Potentials NIPS 2011
Shaping Level Sets with Submodular Functions NIPS 2011
Sparse recovery by thresholded non-negative least squares NIPS 2011
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA NIPS 2010
Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors NIPS 2010
Distributed Dual Averaging In Networks NIPS 2010
The LASSO risk: asymptotic results and real world examples NIPS 2010
Large-Scale Matrix Factorization with Missing Data under Additional Constraints NIPS 2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NIPS 2010
CUR from a Sparse Optimization Viewpoint NIPS 2010
Occlusion Detection and Motion Estimation with Convex Optimization NIPS 2010
Hierarchical Convex NMF for Clustering Massive Data ACML 2010
Minimum Average Cost Clustering NIPS 2010
Worst-case bounds on the quality of max-product fixed-points NIPS 2010