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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)

A Perturbation-Based Kernel Approximation Framework JMLR 2022
FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022
Graphical Representations for Algebraic Constraints of Linear Structural Equations Models PGM 2022
A time-resolved theory of information encoding in recurrent neural networks NIPS 2022
Random Gegenbauer Features for Scalable Kernel Methods ICML 2022
Sharp Constants in Uniformity Testing via the Huber Statistic COLT 2022
Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation CVPR 2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022
Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022
Identity Testing of Reversible Markov Chains AISTATS 2022
Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets ICML 2022
Reliable Inlier Evaluation for Unsupervised Point Cloud Registration AAAI 2022
Proportional Budget Allocations: Towards a Systematization IJCAI 2022
TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
The Complexity of Temporal Vertex Cover in Small-Degree Graphs AAAI 2022
Characterizing Idioms: Conventionality and Contingency ACL 2022
Exact Community Recovery over Signed Graphs AISTATS 2022
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry ICML 2022
Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022
The Correlation-assisted Missing Data Estimator JMLR 2022
Open Problem: Running time complexity of accelerated $\ell_1$-regularized PageRank COLT 2022
Nonparametric Neighborhood Selection in Graphical Models JMLR 2022
Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems JMLR 2022
Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems AAAI 2022