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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Learning the Kernel with Hyperkernels JMLR 2005
Learning the Kernel Function via Regularization JMLR 2005
Semigroup Kernels on Measures JMLR 2005
Efficient Computation of Gapped Substring Kernels on Large Alphabets JMLR 2005
Maximum Margin Algorithms with Boolean Kernels JMLR 2005
Frames, Reproducing Kernels, Regularization and Learning JMLR 2005
Clustering with Bregman Divergences JMLR 2005
Convergence Theorems for Generalized Alternating Minimization Procedures JMLR 2005
Kernel Methods for Measuring Independence JMLR 2005
On the Nystrom Method for Approximating a Gram Matrix for Improved Kernel-Based Learning JMLR 2005
Expectation Consistent Approximate Inference JMLR 2005
Dynamic Task Assignment in Robot Swarms RSS 2005
Time Complexity of Sensor-Based Vehicle Routing RSS 2005
Auction-Based Multi-Robot Routing RSS 2005
PAC-learnability of Probabilistic Deterministic Finite State Automata JMLR 2004
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation JMLR 2004
Efficient Feature Selection via Analysis of Relevance and Redundancy JMLR 2004
Large-Sample Learning of Bayesian Networks is NP-Hard JMLR 2004
Randomized Variable Elimination JMLR 2004
Second Order Cone Programming Formulations for Feature Selection JMLR 2004
Non-negative Matrix Factorization with Sparseness Constraints JMLR 2004
On the Performance of Kernel Classes JMLR 2003
Path Kernels and Multiplicative Updates JMLR 2003
Concentration Inequalities for the Missing Mass and for Histogram Rule Error JMLR 2003
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet JMLR 2003