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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)

Mode Estimation for High Dimensional Discrete Tree Graphical Models NIPS 2014
Efficient Minimax Signal Detection on Graphs NIPS 2014
Divide-and-Conquer Learning by Anchoring a Conical Hull NIPS 2014
On Integrated Clustering and Outlier Detection NIPS 2014
Active Learning and Best-Response Dynamics NIPS 2014
Estimation with Norm Regularization NIPS 2014
Discovering Structure in High-Dimensional Data Through Correlation Explanation NIPS 2014
Bounded Regret for Finite-Armed Structured Bandits NIPS 2014
Fast Kernel Learning for Multidimensional Pattern Extrapolation NIPS 2014
Testing Unfaithful Gaussian Graphical Models NIPS 2014
Generalized Dantzig Selector: Application to the k-support norm NIPS 2014
Best-Arm Identification in Linear Bandits NIPS 2014
Probabilistic ODE Solvers with Runge-Kutta Means NIPS 2014
Message Passing Inference for Large Scale Graphical Models with High Order Potentials NIPS 2014
Learning Chordal Markov Networks by Dynamic Programming NIPS 2014
Sparsity on Statistical Simplexes and Diversity in Social Ranking ACML 2014
A Fast Hierarchical Alternating Least Squares Algorithm for Orthogonal Nonnegative Matrix Factorization ACML 2014
Sparse binary zero-sum games ACML 2014
Distributed optimization of deeply nested systems AISTATS 2014
Improved Bounds for Online Learning Over the Permutahedron and Other Ranking Polytopes AISTATS 2014
Information-Theoretic Characterization of Sparse Recovery AISTATS 2014
Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs AISTATS 2014
Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability AISTATS 2014
Random Bayesian networks with bounded indegree AISTATS 2014
Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs AISTATS 2014