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Approximate Bayesian Computation with Path Signatures

Approximate Bayesian Computation with Path Signatures

23 June 2021
Joel Dyer
Patrick W Cannon
Sebastian M. Schmon
ArXivPDFHTML

Papers citing "Approximate Bayesian Computation with Path Signatures"

3 / 3 papers shown
Title
Compositional simulation-based inference for time series
Compositional simulation-based inference for time series
Manuel Gloeckler
S. Toyota
Kenji Fukumizu
Jakob H Macke
55
2
0
05 Nov 2024
Investigating the Impact of Model Misspecification in Neural
  Simulation-based Inference
Investigating the Impact of Model Misspecification in Neural Simulation-based Inference
Patrick W Cannon
Daniel Ward
Sebastian M. Schmon
32
34
0
05 Sep 2022
Amortised Likelihood-free Inference for Expensive Time-series Simulators
  with Signatured Ratio Estimation
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation
Joel Dyer
Patrick W Cannon
Sebastian M. Schmon
32
9
0
23 Feb 2022
1