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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)

Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds NIPS 2016
Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes NIPS 2016
Double Thompson Sampling for Dueling Bandits NIPS 2016
High-Rank Matrix Completion and Clustering under Self-Expressive Models NIPS 2016
Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy NIPS 2016
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale NIPS 2016
Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint NIPS 2016
Graphons, mergeons, and so on! NIPS 2016
Solving Marginal MAP Problems with NP Oracles and Parity Constraints NIPS 2016
Optimal Cluster Recovery in the Labeled Stochastic Block Model NIPS 2016
Combinatorial Multi-Armed Bandit with General Reward Functions NIPS 2016
Short-Dot: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products NIPS 2016
Efficient Nonparametric Smoothness Estimation NIPS 2016
Learning HMMs with Nonparametric Emissions via Spectral Decompositions of Continuous Matrices NIPS 2016
Improved Error Bounds for Tree Representations of Metric Spaces NIPS 2016
Multistage Campaigning in Social Networks NIPS 2016
Global Optimality of Local Search for Low Rank Matrix Recovery NIPS 2016
Optimistic Bandit Convex Optimization NIPS 2016
Learning in Games: Robustness of Fast Convergence NIPS 2016
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games NIPS 2016
On Robustness of Kernel Clustering NIPS 2016
Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than $O(1/\epsilon)$ NIPS 2016
Fast Algorithms for Robust PCA via Gradient Descent NIPS 2016
Local Minimax Complexity of Stochastic Convex Optimization NIPS 2016
Normalized Spectral Map Synchronization NIPS 2016