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Vanessa Böhm

4 papers here

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • astro-ph.CO3
  • stat.ML1
same name
  • Vanessa Böhm — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedUncertainty Quantification with Generative Models

20 citations · 20 across the 1 of their papers we have counts for

collaborators

4 papers

astro-ph.CO2019

Lensing corrections on galaxy-lensing cross correlations and galaxy-galaxy auto correlations

Vanessa Böhm, Chirag Modi, Emanuele Castorina

We study the impact of lensing corrections on modeling cross correlations between CMB lensing and galaxies, cosmic shear and galaxies, and galaxies in different redshift bins. Esti…

stat.ML2019★ 20 cited

Uncertainty Quantification with Generative Models

Vanessa Böhm, François Lanusse, Uroš Seljak

We develop a generative model-based approach to Bayesian inverse problems, such as image reconstruction from noisy and incomplete images. Our framework addresses two common challen…

astro-ph.CO2018

Constraining Neutrino Mass with the Tomographic Weak Lensing Bispectrum

William R. Coulton, Jia Liu, Mathew S. Madhavacheril +2

We explore the effect of massive neutrinos on the weak lensing shear bispectrum using the Cosmological Massive Neutrino Simulations. We find that the primary effect of massive neut…

astro-ph.CO2018

On the effect of non-Gaussian lensing deflections on CMB lensing measurements

Vanessa Böhm, Blake D. Sherwin, Jia Liu +3

We investigate the impact of non-Gaussian lensing deflections on measurements of the CMB lensing power spectrum. We find that the false assumption of their Gaussianity significantl…

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