Continuous Optimization

A Fast and Practical Algorithm for Generalized Penetration Depth Computation RSS 2007 A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation JMLR 2007 An Analysis of Convex Relaxations for MAP Estimation NeurIPS 2007 An Implicit Time-Stepping Method for Multibody Systems with Intermittent Contact RSS 2007 An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression JMLR 2007 A Unified Continuous Optimization Framework for Center-Based Clustering Methods JMLR 2007 Computational Equivalence of Fixed Points and No Regret Algorithms, and Convergence to Equilibria NeurIPS 2007 Convex Clustering with Exemplar-Based Models NeurIPS 2007 Dynamic Coverage Verification in Mobile Sensor Networks Via Switched Higher Order Laplacians RSS 2007 Efficient Convex Relaxation for Transductive Support Vector Machine NeurIPS 2007 Ensemble Clustering using Semidefinite Programming NeurIPS 2007 Fast Iterative Kernel Principal Component Analysis JMLR 2007 General Polynomial Time Decomposition Algorithms JMLR 2007 Mapping Large Loops with a Single Hand-Held Camera RSS 2007 Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007 Multi-Task Learning via Conic Programming NeurIPS 2007 Parallelizing Support Vector Machines on Distributed Computers NeurIPS 2007 Receding Horizon Differential Dynamic Programming NeurIPS 2007 Refinable Kernels JMLR 2007 Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains NeurIPS 2007 Value Regularization and Fenchel Duality JMLR 2007 Adaptive Dynamics with Efficient Contact Handling for Articulated Robots RSS 2006 A recipe for optimizing a time-histogram NeurIPS 2006 Building Support Vector Machines with Reduced Classifier Complexity JMLR 2006 Convex Repeated Games and Fenchel Duality NeurIPS 2006