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Daniel Habermann

7 papers hereh-index 450 citations7 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedBayesFlow 2: Multi-Backend Amortized Bayesian Inference in Python

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference

Marvin Schmitt, Desi R. Ivanova, Daniel Habermann +3

We propose a method to improve the efficiency and accuracy of amortized Bayesian inference by leveraging universal symmetries in the joint probabilistic model of parameters and dat…

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