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SIAM Journal on Mathematics of Data Science, Volume 7
Volume 7, Number 1, 2025
- Gage DeZoort
, Boris Hanin:
Principles for Initialization and Architecture Selection in Graph Neural Networks with ReLU Activations. 1-27 - Damir Filipovic, Michael D. Multerer
, Paul Schneider
:
Adaptive Joint Distribution Learning. 28-54 - Chaoyu Liu
, Zhonghua Qiao
, Chao Li, Carola-Bibiane Schönlieb:
Inverse Evolution Layers: Physics-Informed Regularizers for Image Segmentation. 55-85 - Giovanni Conforti, Alain Durmus
, Marta Gentiloni Silveri:
KL Convergence Guarantees for Score Diffusion Models under Minimal Data Assumptions. 86-109 - Rahul Parhi
, Michael Unser:
Function-Space Optimality of Neural Architectures with Multivariate Nonlinearities. 110-135 - Arvind K. Saibaba
, Agnieszka Miedlar
:
Randomized Low-Rank Approximations beyond Gaussian Random Matrices. 136-162 - Haoyue Wang, Shibal Ibrahim, Rahul Mazumder
:
Nonparametric Finite Mixture Models with Possible Shape Constraints: A Cubic Newton Approach. 163-188 - Aimee Maurais
, Terrence Alsup, Benjamin Peherstorfer, Youssef M. Marzouk:
Multifidelity Covariance Estimation via Regression on the Manifold of Symmetric Positive Definite Matrices. 189-223

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