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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)

Optimal estimation of Gaussian (poly)trees AISTATS 2024
Adversarial Socialbots Modeling Based on Structural Information Principles AAAI 2024
Bayes-optimal learning of an extensive-width neural network from quadratically many samples NIPS 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
Detection of $L_∞$ Geometry in Random Geometric Graphs: Suboptimality of Triangles and Cluster Expansion COLT 2024
Decomposing Constraint Networks for Calculating c-Representations AAAI 2024
Low-degree phase transitions for detecting a planted clique in sublinear time COLT 2024
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NIPS 2024
Spherical Rotation Dimension Reduction with Geometric Loss Functions JMLR 2024
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024
Information Processing Equalities and the Information–Risk Bridge JMLR 2024
Efficient Axiomatization of OWL 2 EL Ontologies from Data by Means of Formal Concept Analysis AAAI 2024
Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024
Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining AAAI 2024
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization AAAI 2024
More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization JMLR 2024
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024
Scalable Higher-Order Tensor Product Spline Models AISTATS 2024
Distributed Manifold Hashing for Image Set Classification and Retrieval AAAI 2024
Fisher information dissipation for time-inhomogeneous stochastic differential equations JMLR 2024
A Multi-Valued Decision Diagram-Based Approach to Constrained Optimal Path Problems over Directed Acyclic Graphs IJCAI 2024
DNNLasso: Scalable Graph Learning for Matrix-Variate Data AISTATS 2024
Learning Cartesian Product Graphs with Laplacian Constraints AISTATS 2024
Sum-of-norms clustering does not separate nearby balls JMLR 2024
Contextual Directed Acyclic Graphs AISTATS 2024