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researcher

Valentin Pratz

3 papers hereh-index 6172 citations8 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedBayesFlow 2: Multi-Backend Amortized Bayesian Inference in Python

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

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024

Consistency Models for Scalable and Fast Simulation-Based Inference

Marvin Schmitt, Valentin Pratz, Ullrich Köthe +2

Simulation-based inference (SBI) is constantly in search of more expressive and efficient algorithms to accurately infer the parameters of complex simulation models. In line with t…

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