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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)

Online Robust PCA via Stochastic Optimization NIPS 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Polar Operators for Structured Sparse Estimation NIPS 2013
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space NIPS 2013
Marginals-to-Models Reducibility NIPS 2013
Sketching Structured Matrices for Faster Nonlinear Regression NIPS 2013
Variance Reduction for Stochastic Gradient Optimization NIPS 2013
On Decomposing the Proximal Map NIPS 2013
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model NIPS 2013
Adaptive Market Making via Online Learning NIPS 2013
Learning Prices for Repeated Auctions with Strategic Buyers NIPS 2013
Computing the Stationary Distribution Locally NIPS 2013
Online Learning with Switching Costs and Other Adaptive Adversaries NIPS 2013
From Bandits to Experts: A Tale of Domination and Independence NIPS 2013
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NIPS 2013
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition NIPS 2013
Bayesian optimization explains human active search NIPS 2013
B-test: A Non-parametric, Low Variance Kernel Two-sample Test NIPS 2013
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses NIPS 2013
Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions NIPS 2013
Spectral methods for neural characterization using generalized quadratic models NIPS 2013
PAC-Bayes-Empirical-Bernstein Inequality NIPS 2013
The Randomized Dependence Coefficient NIPS 2013
Sparse Inverse Covariance Estimation with Calibration NIPS 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits NIPS 2013