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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)

Learning from Snapshots of Discrete and Continuous Data Streams NIPS 2024
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework NIPS 2024
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024
On the connection between Noise-Contrastive Estimation and Contrastive Divergence AISTATS 2024
An Approximate Skolem Function Counter AAAI 2024
On the Nyström Approximation for Preconditioning in Kernel Machines AISTATS 2024
Pareto Smoothed Importance Sampling JMLR 2024
Locally Rainbow Paths AAAI 2024
Uncertainty Quantification of MLE for Entity Ranking with Covariates JMLR 2024
Optimal Extended Formulations from Optimal Dynamic Programming Algorithms IJCAI 2024
Provable Advantage in Quantum PAC Learning COLT 2024
Graph Partitioning with a Move Budget AISTATS 2024
Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow AISTATS 2024
A non-backtracking method for long matrix and tensor completion COLT 2024
Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance AAAI 2024
Information-theoretic Generalization Analysis for Expected Calibration Error NIPS 2024
On Tail Decay Rate Estimation of Loss Function Distributions JMLR 2024
Vector Quantile Regression on Manifolds AISTATS 2024
Probabilities of Causation with Nonbinary Treatment and Effect AAAI 2024
Towards Cross-Linguistic Semantic Grounding using Dictionary Graph Analysis EMNLP 2024
On Differentially Private U Statistics NIPS 2024
Validating Climate Models with Spherical Convolutional Wasserstein Distance NIPS 2024
Complexity of Neural Network Training and ETR: Extensions with Effectively Continuous Functions AAAI 2024
Gibbs-Based Information Criteria and the Over-Parameterized Regime AISTATS 2024