Mathematics & Optimization

Time Complexity of Sensor-Based Vehicle Routing RSS 2005 A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation JMLR 2004 Distributional Scaling: An Algorithm for Structure-Preserving Embedding of Metric and Nonmetric Spaces JMLR 2004 Efficient Feature Selection via Analysis of Relevance and Redundancy JMLR 2004 Large-Sample Learning of Bayesian Networks is NP-Hard JMLR 2004 Non-negative Matrix Factorization with Sparseness Constraints JMLR 2004 PAC-learnability of Probabilistic Deterministic Finite State Automata JMLR 2004 Randomized Variable Elimination JMLR 2004 Second Order Cone Programming Formulations for Feature Selection JMLR 2004 A Maximum Likelihood Approach to Single-channel Source Separation JMLR 2003 A Multiscale Framework For Blind Separation of Linearly Mixed Signals JMLR 2003 Blind Source Recovery: A Framework in the State Space JMLR 2003 Blind Source Separation via Generalized Eigenvalue Decomposition JMLR 2003 Concentration Inequalities for the Missing Mass and for Histogram Rule Error JMLR 2003 Dependence, Correlation and Gaussianity in Independent Component Analysis JMLR 2003 ICA Using Spacings Estimates of Entropy JMLR 2003 Learning Rates for Q-learning JMLR 2003 On the Performance of Kernel Classes JMLR 2003 Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet JMLR 2003 Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions JMLR 2003 Path Kernels and Multiplicative Updates JMLR 2003 Statistical Dynamics of On-line Independent Component Analysis JMLR 2003 A Robust Minimax Approach to Classification JMLR 2002 Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions JMLR 2002 Covering Number Bounds of Certain Regularized Linear Function Classes JMLR 2002