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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)

Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso JMLR 2012
Algebraic Geometric Comparison of Probability Distributions JMLR 2012
Sampling Methods for the Nyström Method JMLR 2012
Consistent Model Selection Criteria on High Dimensions JMLR 2012
The huge Package for High-dimensional Undirected Graph Estimation in R JMLR 2012
A Multi-Stage Framework for Dantzig Selector and LASSO JMLR 2012
A Geometric Approach to Sample Compression JMLR 2012
Minimax Manifold Estimation JMLR 2012
Structured Sparsity via Alternating Direction Methods JMLR 2012
Mixability is Bayes Risk Curvature Relative to Log Loss JMLR 2012
Restricted Strong Convexity and Weighted Matrix Completion: Optimal Bounds with Noise JMLR 2012
glm-ie: Generalised Linear Models Inference & Estimation Toolbox JMLR 2012
Manifold Identification in Dual Averaging for Regularized Stochastic Online Learning JMLR 2012
Entropy Search for Information-Efficient Global Optimization JMLR 2012
Optimistic Bayesian Sampling in Contextual-Bandit Problems JMLR 2012
DEAP: Evolutionary Algorithms Made Easy JMLR 2012
An Introduction to Artificial Prediction Markets for Classification JMLR 2012
High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion JMLR 2012
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally JMLR 2012
Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints JMLR 2012
Robust Kernel Density Estimation JMLR 2012
Coherence Functions with Applications in Large-Margin Classification Methods JMLR 2012
Online Submodular Minimization JMLR 2012
Efficient Methods for Robust Classification Under Uncertainty in Kernel Matrices JMLR 2012
Human Gesture Recognition on Product Manifolds JMLR 2012