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2402.14781
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Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders
22 February 2024
Christian Toth
Christian Knoll
Franz Pernkopf
Robert Peharz
CML
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Papers citing
"Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders"
5 / 5 papers shown
Title
ProDAG: Projection-Induced Variational Inference for Directed Acyclic Graphs
Ryan Thompson
Edwin V. Bonilla
Robert Kohn
24
0
0
24 May 2024
Bayesian Causal Inference with Gaussian Process Networks
Enrico Giudice
Jack Kuipers
G. Moffa
19
1
0
01 Feb 2024
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
Chris Cundy
Aditya Grover
Stefano Ermon
CML
32
71
0
06 Dec 2021
Rao-Blackwellization in the MCMC era
Christian P. Robert
Gareth O. Roberts
25
9
0
04 Jan 2021
Exact Maximum Margin Structure Learning of Bayesian Networks
Robert Peharz
Franz Pernkopf
TPM
44
12
0
27 Jun 2012
1