← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Optimal Solutions for Sparse Principal Component Analysis JMLR 2008
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008
Model Selection for Regression with Continuous Kernel Functions Using the Modulus of Continuity JMLR 2008
Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data JMLR 2008
Support Vector Machinery for Infinite Ensemble Learning JMLR 2008
Ranking Individuals by Group Comparisons JMLR 2008
Comments on the Complete Characterization of a Family of Solutions to a Generalized Fisher Criterion JMLR 2008
Trust Region Newton Method for Logistic Regression JMLR 2008
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation JMLR 2007
General Polynomial Time Decomposition Algorithms JMLR 2007
An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression JMLR 2007
Value Regularization and Fenchel Duality JMLR 2007
Fast Iterative Kernel Principal Component Analysis JMLR 2007
Refinable Kernels JMLR 2007
Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007
Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis NIPS 2007
Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains NIPS 2007
Ensemble Clustering using Semidefinite Programming NIPS 2007
An Analysis of Convex Relaxations for MAP Estimation NIPS 2007
A Fast and Practical Algorithm for Generalized Penetration Depth Computation RSS 2007
Mapping Large Loops with a Single Hand-Held Camera RSS 2007
Parallelizing Support Vector Machines on Distributed Computers NIPS 2007
Computational Equivalence of Fixed Points and No Regret Algorithms, and Convergence to Equilibria NIPS 2007
Dynamic Coverage Verification in Mobile Sensor Networks Via Switched Higher Order Laplacians RSS 2007
A Unified Continuous Optimization Framework for Center-Based Clustering Methods JMLR 2007