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Estimating Conditional Distributions with Neural Networks using R
  package deeptrafo
v1v2v3 (latest)

Estimating Conditional Distributions with Neural Networks using R package deeptrafo

24 November 2022
Lucas Kook
Philipp F. M. Baumann
Oliver Durr
Beate Sick
David Rügamer
ArXiv (abs)PDFHTML

Papers citing "Estimating Conditional Distributions with Neural Networks using R package deeptrafo"

4 / 4 papers shown
Title
Interpretable Neural Causal Models with TRAM-DAGs
Interpretable Neural Causal Models with TRAM-DAGs
Beate Sick
Oliver Durr
CML
82
1
0
20 Mar 2025
How Inverse Conditional Flows Can Serve as a Substitute for
  Distributional Regression
How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression
Lucas Kook
Chris Kolb
Philipp Schiele
Daniel Dold
Marcel Arpogaus
...
Philipp F. M. Baumann
Philipp Kopper
Tobias Pielok
Emilio Dorigatti
David Rügamer
BDLAI4TS
83
2
0
08 May 2024
An interpretable neural network-based non-proportional odds model for
  ordinal regression
An interpretable neural network-based non-proportional odds model for ordinal regression
Akifumi Okuno
Kazuharu Harada
79
1
0
31 Mar 2023
mixdistreg: An R Package for Fitting Mixture of Experts Distributional
  Regression with Adaptive First-order Methods
mixdistreg: An R Package for Fitting Mixture of Experts Distributional Regression with Adaptive First-order Methods
David Rügamer
88
0
0
04 Feb 2023
1