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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)

An Online Convex Optimization Approach to Blackwell's Approachability JMLR 2016
Adjusting for Chance Clustering Comparison Measures JMLR 2016
Synergy of Monotonic Rules JMLR 2016
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation JMLR 2016
Sparse PCA via Covariance Thresholding JMLR 2016
Covariance-based Clustering in Multivariate and Functional Data Analysis JMLR 2016
MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016
Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016
Megaman: Scalable Manifold Learning in Python JMLR 2016
A General Framework for Consistency of Principal Component Analysis JMLR 2016
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016
Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits JMLR 2016
New Perspectives on k-Support and Cluster Norms JMLR 2016
Exploration of the (Non-)Asymptotic Bias and Variance of Stochastic Gradient Langevin Dynamics JMLR 2016
A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016
Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016
Augmentable Gamma Belief Networks JMLR 2016
Optimal Estimation of Derivatives in Nonparametric Regression JMLR 2016
Joint Structural Estimation of Multiple Graphical Models JMLR 2016
Stable Graphical Models JMLR 2016
Online PCA with Optimal Regret JMLR 2016
Characteristic Kernels and Infinitely Divisible Distributions JMLR 2016
Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016
Classification of Imbalanced Data with a Geometric Digraph Family JMLR 2016