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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)

Learning Scale Free Networks by Reweighted $\ell_1$ regularization AISTATS 2011
Spectral Dimensionality Reduction via Maximum Entropy AISTATS 2011
Revisiting MAP Estimation, Message Passing and Perfect Graphs AISTATS 2011
On Time Varying Undirected Graphs AISTATS 2011
Can matrix coherence be efficiently and accurately estimated? AISTATS 2011
Faithfulness in Chain Graphs: The Gaussian Case AISTATS 2011
Directional Statistics on Permutations AISTATS 2011
On the Estimation of $\alpha$-Divergences AISTATS 2011
Mixed Cumulative Distribution Networks AISTATS 2011
An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011
Generalization Bound for Infinitely Divisible Empirical Process AISTATS 2011
Multi-Label Output Codes using Canonical Correlation Analysis AISTATS 2011
Semi-supervised Learning by Higher Order Regularization AISTATS 2011
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011
Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach JMLR 2011
Information, Divergence and Risk for Binary Experiments JMLR 2011
Sparse Linear Identifiable Multivariate Modeling JMLR 2011
Forest Density Estimation JMLR 2011
Anechoic Blind Source Separation Using Wigner Marginals JMLR 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Learning a Robust Relevance Model for Search Using Kernel Methods JMLR 2011
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates JMLR 2011
Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets JMLR 2011
Learning Latent Tree Graphical Models JMLR 2011