← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

An Implicit Time-Stepping Method for Multibody Systems with Intermittent Contact RSS 2007
Convex Clustering with Exemplar-Based Models NIPS 2007
Multi-Task Learning via Conic Programming NIPS 2007
Efficient Convex Relaxation for Transductive Support Vector Machine NIPS 2007
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems NIPS 2007
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming JMLR 2006
Linear Programming Relaxations and Belief Propagation -- An Empirical Study JMLR 2006
Convex Repeated Games and Fenchel Duality NIPS 2006
Graph Laplacian Regularization for Large-Scale Semidefinite Programming NIPS 2006
Multi-loop Position Analysis via Iterated Linear Programming RSS 2006
Inverse Kinematics for a Serial Chain with Joints Under Distance Constraints RSS 2006
Building Support Vector Machines with Reduced Classifier Complexity JMLR 2006
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems JMLR 2006
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization JMLR 2006
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data JMLR 2006
Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problems JMLR 2006
Simplifying Mixture Models through Function Approximation NIPS 2006
A recipe for optimizing a time-histogram NIPS 2006
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra JMLR 2006
Adaptive Dynamics with Efficient Contact Handling for Articulated Robots RSS 2006
Learning from Examples as an Inverse Problem JMLR 2005
Learning the Kernel with Hyperkernels JMLR 2005
Core Vector Machines: Fast SVM Training on Very Large Data Sets JMLR 2005
Smooth ε-Insensitive Regression by Loss Symmetrization JMLR 2005