OOIR: Observatory of International Research

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 2021-05-01 to 2025-05-01.)

Article	Citations
A Simple and Optimal Algorithm for Strict Circular Seriation	31
Taming Neural Networks with TUSLA: Nonconvex Learning via Adaptive Stochastic Gradient Langevin Algorithms	24
New Equivalences between Interpolation and SVMs: Kernels and Structured Features	18
Quantitative Approximation Results for Complex-Valued Neural Networks	18
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization	18
On the Inconsistency of Kernel Ridgeless Regression in Fixed Dimensions	17
A Note on the Regularity of Images Generated by Convolutional Neural Networks	16
Efficient Algorithms for Regularized Nonnegative Scale-Invariant Low-Rank Approximation Models	15
Learning Functions Varying along a Central Subspace	15
Poisson Reweighted Laplacian Uncertainty Sampling for Graph-Based Active Learning	11
Wassmap: Wasserstein Isometric Mapping for Image Manifold Learning	11
Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem	11
Nonbacktracking Spectral Clustering of Nonuniform Hypergraphs	11
Persistent Laplacians: Properties, Algorithms and Implications	11