Scholar
Tapio Helin
Google Scholar ID: Z7Xb7wgAAAAJ
LUT University
Inverse problems
statistics
stochastics
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Citations & Impact
All-time
Citations
1,150
H-index
19
i10-index
36
Publications
20
Co-authors
11
list available
Publications
5 items
Statistical inverse learning and $\ell^1$-regularization
2026
Cited
0
A Convex Approximation Framework for Neural Likelihood-Based Bayesian Inverse Problems
2026
Cited
0
Batch-based Bayesian Optimal Experimental Design in Linear Inverse Problems
2026
Cited
0
Approximation of differential entropy in Bayesian optimal experimental design
2025
Cited
0
Scalable diffusion posterior sampling in infinite-dimensional inverse problems
2024
Cited
0
Co-authors
6 total
Matti Lassas
Professor of applied mathematics, University of Helsinki, Finland
Martin Burger
Deutsches Elektronen-Synchrotron DESY und Universität Hamburg
Samuli Siltanen
Professor of Industrial Mathematics, University of Helsinki, Finland
Nuutti Hyvönen
Professor, Mathematics, Aalto University
Sergios Agapiou
Department of Mathematics and Statistics, University of Cyprus
Andrew M Stuart
Computing + Mathematical Sciences, Caltech
