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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)

Worst-case bounds on the quality of max-product fixed-points NIPS 2010
Exact inference and learning for cumulative distribution functions on loopy graphs NIPS 2010
Random Projections for $k$-means Clustering NIPS 2010
Random Conic Pursuit for Semidefinite Programming NIPS 2010
Graph-Valued Regression NIPS 2010
Learning Networks of Stochastic Differential Equations NIPS 2010
A novel family of non-parametric cumulative based divergences for point processes NIPS 2010
Segmentation as Maximum-Weight Independent Set NIPS 2010
Empirical Bernstein Inequalities for U-Statistics NIPS 2010
Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors NIPS 2010
The Coding Divergence for Measuring the Complexity of Separating Two Sets ACML 2010
Deterministic Bayesian inference for the $p*$ model AISTATS 2010
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs AISTATS 2010
Collaborative Filtering via Rating Concentration AISTATS 2010
Maximum-likelihood learning of cumulative distribution functions on graphs AISTATS 2010
Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms AISTATS 2010
The Group Dantzig Selector AISTATS 2010
A generalization of the Multiple-try Metropolis algorithm for Bayesian estimation and model selection AISTATS 2010
REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization AISTATS 2010
Detecting Weak but Hierarchically-Structured Patterns in Networks AISTATS 2010
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010
Nonparametric Tree Graphical Models AISTATS 2010
On the relation between universality, characteristic kernels and RKHS embedding of measures AISTATS 2010
Model Selection: Beyond the Bayesian/Frequentist Divide JMLR 2010
On Finding Predictors for Arbitrary Families of Processes JMLR 2010