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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)

Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022
Orthogonal Statistical Learning with Self-Concordant Loss COLT 2022
A Functional Information Perspective on Model Interpretation ICML 2022
Unsupervised Tokenization Learning EMNLP 2022
On Generalizations of Some Distance Based Classifiers for HDLSS Data JMLR 2022
Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022
Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency AISTATS 2022
Multi-winner approval voting goes epistemic UAI 2022
Data-Driven Chance Constrained Control using Kernel Distribution Embeddings L4DC 2022
Parameterized Algorithms for Kidney Exchange IJCAI 2022
Community detection in sparse latent space models JMLR 2022
Exploiting locality in high-dimensional Factorial hidden Markov models JMLR 2022
A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022
A Completely Tuning-Free and Robust Approach to Sparse Precision Matrix Estimation ICML 2022
From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers ICML 2022
Gradual (In)Compatibility of Fairness Criteria AAAI 2022
Gardner formula for Ising perceptron models at small densities COLT 2022
Multistate analysis with infinite mixtures of Markov chains UAI 2022
Inferring Cause and Effect in the Presence of Heteroscedastic Noise ICML 2022
On the Complexity of Inductively Learning Guarded Clauses AAAI 2022
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited NIPS 2022
Sublinear-Time Clustering Oracle for Signed Graphs ICML 2022
Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022
On perfectness in Gaussian graphical models AISTATS 2022
Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022