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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)

High-dimensional Mixed Graphical Model with Ordinal Data: Parameter Estimation and Statistical Inference AISTATS 2019
On Kernel Derivative Approximation with Random Fourier Features AISTATS 2019
On the Connection Between Learning Two-Layer Neural Networks and Tensor Decomposition AISTATS 2019
Low-Precision Random Fourier Features for Memory-constrained Kernel Approximation AISTATS 2019
Markov Properties of Discrete Determinantal Point Processes AISTATS 2019
Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019
Gain estimation of linear dynamical systems using Thompson Sampling AISTATS 2019
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019
Sample Complexity of Sinkhorn Divergences AISTATS 2019
A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions AISTATS 2019
Data-dependent compression of random features for large-scale kernel approximation AISTATS 2019
Large-Margin Classification in Hyperbolic Space AISTATS 2019
Lovasz Convolutional Networks AISTATS 2019
Bounding Inefficiency of Equilibria in Continuous Actions Games using Submodularity and Curvature AISTATS 2019
Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019
The non-parametric bootstrap and spectral analysis in moderate and high-dimension AISTATS 2019
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees AISTATS 2019
SMOGS: Social Network Metrics of Game Success AISTATS 2019
Statistical Optimal Transport via Factored Couplings AISTATS 2019
$HS^2$: Active learning over hypergraphs with pointwise and pairwise queries AISTATS 2019
Locally Private Mean Estimation: $Z$-test and Tight Confidence Intervals AISTATS 2019
A Topological Regularizer for Classifiers via Persistent Homology AISTATS 2019
A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences AISTATS 2019
Precision Matrix Estimation with Noisy and Missing Data AISTATS 2019