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Mathematics

5,735 papers (8 classified directly here)

Subtopics

Graph Theory (1,376) Statistics (1,273) Probability (1,045) Geometry (720) Information Theory (498) Discrete Mathematics (484) Linear Algebra (480) Numerical Analysis (349) Algebra (68) Signal Processing (67) Topology (41) Functional Analysis (23) Logic (13) Differential Equations (6)

Papers per year

11
57
247
551
246
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Papers (including subtopics)

Discriminative Mixtures of Sparse Latent Fields for Risk Management AISTATS 2012
Graphlet decomposition of a weighted network AISTATS 2012
Minimax rates for homology inference AISTATS 2012
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012
Wilks’ phenomenon and penalized likelihood-ratio test for nonparametric curve registration 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
Detecting Network Cliques with Radon Basis Pursuit AISTATS 2012
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods AISTATS 2012
Regression for sets of polynomial equations AISTATS 2012
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets AISTATS 2012
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012
Globally Optimizing Graph Partitioning Problems Using Message Passing AISTATS 2012
Lifted Linear Programming AISTATS 2012
Bayesian Quadrature for Ratios AISTATS 2012
Nonparametric Estimation of Conditional Information and Divergences AISTATS 2012
Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012
Infinite-Dimensional Kalman Filtering Approach to Spatio-Temporal Gaussian Process Regression AISTATS 2012
Complexity of Bethe Approximation AISTATS 2012
On Bisubmodular Maximization AISTATS 2012
Low rank continuous-space graphical models AISTATS 2012
Testing for Membership to the IFRA and the NBU Classes of Distributions AISTATS 2012
Learning Fourier Sparse Set Functions AISTATS 2012
Lifted Variable Elimination with Arbitrary Constraints AISTATS 2012
Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs AISTATS 2012