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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)

Linearly-solvable Markov decision problems NIPS 2006
Fast Computation of Graph Kernels NIPS 2006
Conditional mean field NIPS 2006
No-regret Algorithms for Online Convex Programs NIPS 2006
Statistical Comparisons of Classifiers over Multiple Data Sets JMLR 2006
On the Complexity of Learning Lexicographic Strategies JMLR 2006
Superior Guarantees for Sequential Prediction and Lossless Compression via Alphabet Decomposition JMLR 2006
Online Passive-Aggressive Algorithms JMLR 2006
QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines JMLR 2006
Rearrangement Clustering: Pitfalls, Remedies, and Applications JMLR 2006
Lower Bounds and Aggregation in Density Estimation JMLR 2006
Nonparametric Quantile Estimation JMLR 2006
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data JMLR 2006
Ensemble Pruning Via Semi-definite Programming JMLR 2006
Linear Programs for Hypotheses Selection in Probabilistic Inference Models JMLR 2006
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming JMLR 2006
Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problems JMLR 2006
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems JMLR 2006
Building Support Vector Machines with Reduced Classifier Complexity JMLR 2006
Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization JMLR 2006
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra JMLR 2006
Learning Factor Graphs in Polynomial Time and Sample Complexity JMLR 2006
Linear Programming Relaxations and Belief Propagation -- An Empirical Study JMLR 2006
A Simulation-Based Algorithm for Ergodic Control of Markov Chains Conditioned on Rare Events JMLR 2006
Walk-Sums and Belief Propagation in Gaussian Graphical Models JMLR 2006