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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)

Regularization Paths with Guarantees for Convex Semidefinite Optimization AISTATS 2012
Scalable Inference on Kingman’s Coalescent using Pair Similarity AISTATS 2012
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems AISTATS 2012
Information Theoretic Model Validation for Spectral Clustering AISTATS 2012
Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior AISTATS 2012
Stochastic Bandit Based on Empirical Moments AISTATS 2012
Variable Selection for Gaussian Graphical Models AISTATS 2012
Detecting Network Cliques with Radon Basis Pursuit AISTATS 2012
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods AISTATS 2012
On Bayesian Upper Confidence Bounds for Bandit Problems AISTATS 2012
Online Clustering of Processes AISTATS 2012
Regression for sets of polynomial equations AISTATS 2012
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets AISTATS 2012
Efficient Hypergraph Clustering AISTATS 2012
Data dependent kernels in nearly-linear time AISTATS 2012
Efficient Sampling from Combinatorial Space via Bridging AISTATS 2012
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012
Adaptive MCMC with Bayesian Optimization AISTATS 2012
Globally Optimizing Graph Partitioning Problems Using Message Passing AISTATS 2012
Lifted Linear Programming AISTATS 2012
Beyond Logarithmic Bounds in Online Learning AISTATS 2012
Bayesian Quadrature for Ratios AISTATS 2012
Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012
On a Connection between Maximum Variance Unfolding, Shortest Path Problems and IsoMap AISTATS 2012
Approximate Inference by Intersecting Semidefinite Bound and Local Polytope AISTATS 2012