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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)

Bayesian estimation of discrete entropy with mixtures of stick-breaking priors NIPS 2012
Efficient high dimensional maximum entropy modeling via symmetric partition functions NIPS 2012
Recovery of Sparse Probability Measures via Convex Programming NIPS 2012
Proximal Newton-type methods for convex optimization NIPS 2012
Graphical Models via Generalized Linear Models NIPS 2012
Convex Multi-view Subspace Learning NIPS 2012
On Multilabel Classification and Ranking with Partial Feedback NIPS 2012
Distributed Non-Stochastic Experts NIPS 2012
Multi-criteria Anomaly Detection using Pareto Depth Analysis NIPS 2012
The Perturbed Variation NIPS 2012
Kernel Hyperalignment NIPS 2012
Multi-Task Averaging NIPS 2012
A Unifying Perspective of Parametric Policy Search Methods for Markov Decision Processes NIPS 2012
Convergence and Energy Landscape for Cheeger Cut Clustering NIPS 2012
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation NIPS 2012
Nonconvex Penalization Using Laplace Exponents and Concave Conjugates NIPS 2012
Augmented-SVM: Automatic space partitioning for combining multiple non-linear dynamics NIPS 2012
Multiclass Learning with Simplex Coding NIPS 2012
Clustering Sparse Graphs NIPS 2012
Accelerated Training for Matrix-norm Regularization: A Boosting Approach NIPS 2012
Persistent Homology for Learning Densities with Bounded Support NIPS 2012
Minimization of Continuous Bethe Approximations: A Positive Variation NIPS 2012
Optimal Regularized Dual Averaging Methods for Stochastic Optimization NIPS 2012
Gradient Weights help Nonparametric Regressors NIPS 2012
Locating Changes in Highly Dependent Data with Unknown Number of Change Points NIPS 2012