SIAM Journal on Mathematics of Data Science

Papers
(The H4-Index of SIAM Journal on Mathematics of Data Science is 11. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)
ArticleCitations
Moment Estimation for Nonparametric Mixture Models through Implicit Tensor Decomposition30
Entropic Optimal Transport on Random Graphs23
Finite-Time Analysis of Natural Actor-Critic for POMDPs17
Bi-Invariant Dissimilarity Measures for Sample Distributions in Lie Groups15
Benefit of Interpolation in Nearest Neighbor Algorithms15
Numerical Considerations and a new implementation for invariant coordinate selection13
Private Sampling: A Noiseless Approach for Generating Differentially Private Synthetic Data12
Max-Affine Regression via First-Order Methods12
Estimating Gaussian Mixtures Using Sparse Polynomial Moment Systems11
Randomly Initialized Alternating Least Squares: Fast Convergence for Matrix Sensing11
Reversible Gromov–Monge Sampler for Simulation-Based Inference11
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