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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)

Blind Source Separation via Generalized Eigenvalue Decomposition JMLR 2003
ICA Using Spacings Estimates of Entropy JMLR 2003
A Multiscale Framework For Blind Separation of Linearly Mixed Signals JMLR 2003
A Maximum Likelihood Approach to Single-channel Source Separation JMLR 2003
Statistical Dynamics of On-line Independent Component Analysis JMLR 2003
Blind Source Recovery: A Framework in the State Space JMLR 2003
Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions JMLR 2003
Learning Rates for Q-learning JMLR 2003
Covering Number Bounds of Certain Regularized Linear Function Classes JMLR 2002
On Online Learning of Decision Lists JMLR 2002
Minimal Kernel Classifiers JMLR 2002
Efficient Algorithms for Universal Portfolios JMLR 2002
Limitations of Learning Via Embeddings in Euclidean Half Spaces JMLR 2002
A Robust Minimax Approach to Classification JMLR 2002
Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions JMLR 2002
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling JMLR 2002
Prior Knowledge and Preferential Structures in Gradient Descent Learning Algorithms JMLR 2001
Efficient SVM Training Using Low-Rank Kernel Representations JMLR 2001
Learning Evaluation Functions to Improve Optimization by Local Search JMLR 2000