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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)

Compact Convex Projections JMLR 2018
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs JMLR 2018
Improved spectral community detection in large heterogeneous networks JMLR 2018
Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018
Characteristic and Universal Tensor Product Kernels JMLR 2018
Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018
Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018
Patchwork Kriging for Large-scale Gaussian Process Regression JMLR 2018
Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points JMLR 2018
Statistical Analysis and Parameter Selection for Mapper JMLR 2018
Regularized Optimal Transport and the Rot Mover's Distance JMLR 2018
Reverse Iterative Volume Sampling for Linear Regression JMLR 2018
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms JMLR 2018
Kernel Density Estimation for Dynamical Systems JMLR 2018
Learning from Comparisons and Choices JMLR 2018
Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions JMLR 2018
Emergence of Invariance and Disentanglement in Deep Representations JMLR 2018
On Semiparametric Exponential Family Graphical Models JMLR 2018
Maximum Selection and Sorting with Adversarial Comparators JMLR 2018
A New and Flexible Approach to the Analysis of Paired Comparison Data JMLR 2018
Inference via Low-Dimensional Couplings JMLR 2018
Optimal Quantum Sample Complexity of Learning Algorithms JMLR 2018
Sparse Estimation in Ising Model via Penalized Monte Carlo Methods JMLR 2018
A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation JMLR 2018
Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator JMLR 2018