Mathematics & Optimization

Trust Region Newton Method for Logistic Regression JMLR 2008 Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management JMLR 2008 A Complete Characterization of a Family of Solutions to a Generalized Fisher Criterion JMLR 2007 A Constraint Generation Approach to Learning Stable Linear Dynamical Systems NeurIPS 2007 Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis NeurIPS 2007 Adaptive Non-Stationary Kernel Regression for Terrain Modeling RSS 2007 Adaptive Online Gradient Descent NeurIPS 2007 A Discrete Geometric Optimal Control Framework for Systems with Symmetries RSS 2007 A Fast and Practical Algorithm for Generalized Penetration Depth Computation RSS 2007 A Game-Theoretic Approach to Apprenticeship Learning NeurIPS 2007 A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation JMLR 2007 A Kernel Statistical Test of Independence NeurIPS 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 An online Hebbian learning rule that performs Independent Component Analysis NeurIPS 2007 A Probabilistic Approach to Language Change NeurIPS 2007 A Randomized Algorithm for Large Scale Support Vector Learning NeurIPS 2007 A Spectral Regularization Framework for Multi-Task Structure Learning NeurIPS 2007 A Stochastic Algorithm for Feature Selection in Pattern Recognition JMLR 2007 A Unified Continuous Optimization Framework for Center-Based Clustering Methods JMLR 2007 A Unified Near-Optimal Estimator For Dimension Reduction in l_α (0<α≤ 2) Using Stable Random Projections NeurIPS 2007 Automatic Scheduling for Parallel Forward Dynamics Computation of Open Kinematic Chains RSS 2007 Better than least squares: comparison of objective functions for estimating linear-nonlinear models NeurIPS 2007 Blind channel identification for speech dereverberation using l1-norm sparse learning NeurIPS 2007