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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)

Matrix Completion has No Spurious Local Minimum NIPS 2016
Structured Matrix Recovery via the Generalized Dantzig Selector NIPS 2016
One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities NIPS 2016
Convergence guarantees for kernel-based quadrature rules in misspecified settings NIPS 2016
Maximization of Approximately Submodular Functions NIPS 2016
Causal meets Submodular: Subset Selection with Directed Information NIPS 2016
Mixed Linear Regression with Multiple Components NIPS 2016
Reshaped Wirtinger Flow for Solving Quadratic System of Equations NIPS 2016
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling NIPS 2016
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models NIPS 2016
Community Detection on Evolving Graphs NIPS 2016
Fast recovery from a union of subspaces NIPS 2016
Coordinate-wise Power Method NIPS 2016
On Mixtures of Markov Chains NIPS 2016
Near-Optimal Smoothing of Structured Conditional Probability Matrices NIPS 2016
Estimating the Size of a Large Network and its Communities from a Random Sample NIPS 2016
Generalization of ERM in Stochastic Convex Optimization: The Dimension Strikes Back NIPS 2016
Nested Mini-Batch K-Means NIPS 2016
Structured Sparse Regression via Greedy Hard Thresholding NIPS 2016
A Multi-Batch L-BFGS Method for Machine Learning NIPS 2016
Cooperative Graphical Models NIPS 2016
Accelerating Stochastic Composition Optimization NIPS 2016
Variational Inference in Mixed Probabilistic Submodular Models NIPS 2016
Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization NIPS 2016
Adaptive Skills Adaptive Partitions (ASAP) NIPS 2016