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Margarida Barroso

2 papers hereh-index 440 citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • q-bio.QM2

identity via Semantic Scholar / OpenAlex

most citedCompositional amortized inference for large-scale hierarchical Bayesian models

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

q-bio.QM2026

PyFLI: A Python Library for Simulation, Parameter Estimation, and Benchmarking in Fluorescence Lifetime Imaging

Vikas Pandey, Ismail Erbas, Margarida Barroso +2

Fluorescence lifetime imaging (FLI) measures the temporal decay of fluorescence after excitation and provides quantitative information about a fluorophore's local environment and m…

q-bio.QM2025★ 1 cited

Compositional amortized inference for large-scale hierarchical Bayesian models

Jonas Arruda, Vikas Pandey, Catherine Sherry +4

Amortized Bayesian inference (ABI) with neural networks has emerged as a powerful simulation-based approach for estimating complex mechanistic models. However, extending ABI to hie…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.