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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)

Improved Dynamic Regret for Non-degenerate Functions NIPS 2017
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NIPS 2017
Graph Matching via Multiplicative Update Algorithm NIPS 2017
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS 2017
Welfare Guarantees from Data NIPS 2017
Clustering Stable Instances of Euclidean k-means. NIPS 2017
Subset Selection under Noise NIPS 2017
Learning Combinatorial Optimization Algorithms over Graphs NIPS 2017
Online Convex Optimization with Stochastic Constraints NIPS 2017
Maxing and Ranking with Few Assumptions NIPS 2017
Subspace Clustering via Tangent Cones NIPS 2017
Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe NIPS 2017
Identifying Outlier Arms in Multi-Armed Bandit NIPS 2017
Discovering Potential Correlations via Hypercontractivity NIPS 2017
Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification NIPS 2017
Multi-output Polynomial Networks and Factorization Machines NIPS 2017
Tractability in Structured Probability Spaces NIPS 2017
Multi-Information Source Optimization NIPS 2017
Convergence of Gradient EM on Multi-component Mixture of Gaussians NIPS 2017
Efficient and Flexible Inference for Stochastic Systems NIPS 2017
Learning ReLUs via Gradient Descent NIPS 2017
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NIPS 2017
Minimal Exploration in Structured Stochastic Bandits NIPS 2017
Learning Chordal Markov Networks via Branch and Bound NIPS 2017
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding NIPS 2017