Approximate Inference lab
Approximate Inference lab
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Cost-aware simulation-based inference
Simulation-based inference (SBI) is the preferred framework for estimating parameters of intractable models in science and engineering. …
Ayush Bharti
,
Daolang Huang
,
Samuel Kaski
,
François-Xavier Briol
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Code
arXiv
Robust Simulation-Based Inference under Missing Data via Neural Processes
Simulation-based inference (SBI) methods typically require fully observed data to infer parameters of models with intractable …
Yogesh Verma
,
Ayush Bharti
,
Vikas Garg
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Code
arXiv
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