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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)

Estimating the unseen from multiple populations ICML 2017
Innovation Pursuit: A New Approach to the Subspace Clustering Problem ICML 2017
Enumerating Distinct Decision Trees ICML 2017
Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks ICML 2017
Online Learning with Local Permutations and Delayed Feedback ICML 2017
Differentially Private Ordinary Least Squares ICML 2017
On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit ICML 2017
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization ICML 2017
Optimal Densification for Fast and Accurate Minwise Hashing ICML 2017
Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo ICML 2017
Nonparanormal Information Estimation ICML 2017
High-Dimensional Structured Quantile Regression ICML 2017
Robust Budget Allocation via Continuous Submodular Functions ICML 2017
Approximate Steepest Coordinate Descent ICML 2017
Ordinal Graphical Models: A Tale of Two Approaches ICML 2017
Tensor Balancing on Statistical Manifold ICML 2017
Distributed Mean Estimation with Limited Communication ICML 2017
Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017
Gradient Coding: Avoiding Stragglers in Distributed Learning ICML 2017
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares ICML 2017
Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification ICML 2017
Magnetic Hamiltonian Monte Carlo ICML 2017
Hyperplane Clustering via Dual Principal Component Pursuit ICML 2017
Breaking Locality Accelerates Block Gauss-Seidel ICML 2017
Model-Independent Online Learning for Influence Maximization ICML 2017