← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Designing Illuminant Spectral Power Distributions for Surface Classification CVPR 2017
On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017
Convex Phase Retrieval without Lifting via PhaseMax ICML 2017
A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation AISTATS 2017
Soft Margin Support Vector Classification as Buffered Probability Minimization JMLR 2017
ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization NIPS 2017
Globally Optimal Rigid Intensity Based Registration: A Fast Fourier Domain Approach CVPR 2016
PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016
Fast Algorithms for Segmented Regression ICML 2016
Time and Energy Optimal Path Planning in General Flows RSS 2016
Epigraph projections for fast general convex programming ICML 2016
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models AISTATS 2016
Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation AISTATS 2016
Tensor Decomposition via Joint Matrix Schur Decomposition ICML 2016
GenSVM: A Generalized Multiclass Support Vector Machine JMLR 2016
Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition JMLR 2016
Optimal Estimation of Derivatives in Nonparametric Regression JMLR 2016
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016
Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016
MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016
Covariance-based Clustering in Multivariate and Functional Data Analysis JMLR 2016
On Lower and Upper Bounds in Smooth and Strongly Convex Optimization JMLR 2016
Fused Lasso Approach in Regression Coefficients Clustering -- Learning Parameter Heterogeneity in Data Integration JMLR 2016
Trend Filtering on Graphs JMLR 2016
e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016