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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)

Connected Sub-graph Detection AISTATS 2014
Lifted MAP Inference for Markov Logic Networks AISTATS 2014
Adaptive Variable Clustering in Gaussian Graphical Models AISTATS 2014
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression AISTATS 2014
Active Learning for Undirected Graphical Model Selection AISTATS 2014
Linear-time training of nonlinear low-dimensional embeddings AISTATS 2014
Gaussian Copula Precision Estimation with Missing Values AISTATS 2014
An LP for Sequential Learning Under Budgets AISTATS 2014
Efficient Algorithms and Error Analysis for the Modified Nystrom Method AISTATS 2014
Bayesian Multi-Scale Optimistic Optimization AISTATS 2014
Dynamic Resource Allocation for Optimizing Population Diffusion AISTATS 2014
Mixed Graphical Models via Exponential Families AISTATS 2014
Nonparametric estimation and testing of exchangeable graph models AISTATS 2014
Accelerated Stochastic Gradient Method for Composite Regularization AISTATS 2014
Open Problem: Tightness of maximum likelihood semidefinite relaxations COLT 2014
Open Problem: Online Local Learning COLT 2014
Open Problem: Shifting Experts on Easy Data COLT 2014
Learning without concentration COLT 2014
Uniqueness of Ordinal Embedding COLT 2014
Community Detection via Random and Adaptive Sampling COLT 2014
A second-order bound with excess losses COLT 2014
Logistic Regression: Tight Bounds for Stochastic and Online Optimization COLT 2014
Higher-Order Regret Bounds with Switching Costs COLT 2014
Approachability in unknown games: Online learning meets multi-objective optimization COLT 2014
Belief propagation, robust reconstruction and optimal recovery of block models COLT 2014