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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)

Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NIPS 2015
Optimal Rates for Random Fourier Features NIPS 2015
Deep learning with Elastic Averaging SGD NIPS 2015
Smooth Interactive Submodular Set Cover NIPS 2015
Column Selection via Adaptive Sampling NIPS 2015
Competitive Distribution Estimation: Why is Good-Turing Good NIPS 2015
Spectral Learning of Large Structured HMMs for Comparative Epigenomics NIPS 2015
Matrix Manifold Optimization for Gaussian Mixtures NIPS 2015
Minimum Weight Perfect Matching via Blossom Belief Propagation NIPS 2015
Human Memory Search as Initial-Visit Emitting Random Walk NIPS 2015
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NIPS 2015
Adaptive Stochastic Optimization: From Sets to Paths NIPS 2015
A Universal Primal-Dual Convex Optimization Framework NIPS 2015
Structured Estimation with Atomic Norms: General Bounds and Applications NIPS 2015
Exactness of Approximate MAP Inference in Continuous MRFs NIPS 2015
Explore no more: Improved high-probability regret bounds for non-stochastic bandits NIPS 2015
Variational Consensus Monte Carlo NIPS 2015
M-Statistic for Kernel Change-Point Detection NIPS 2015
Sum-of-Squares Lower Bounds for Sparse PCA NIPS 2015
Fast Bidirectional Probability Estimation in Markov Models NIPS 2015
On Elicitation Complexity NIPS 2015
Matrix Completion Under Monotonic Single Index Models NIPS 2015
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric NIPS 2015
HONOR: Hybrid Optimization for NOn-convex Regularized problems NIPS 2015
Fast Randomized Kernel Ridge Regression with Statistical Guarantees NIPS 2015