Ayush Bharti | DeepAI

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Featured Co-authors

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Louis Filstroff
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Oscar Key
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Daolang Huang
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Julien Martinelli
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S. T. John
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Amauri Souza
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Armi Tiihonen
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research

∙ 05/25/2023

Learning Robust Statistics for Simulation-based Inference under Model Misspecification

Simulation-based inference (SBI) methods such as approximate Bayesian co...

0 Daolang Huang, et al. ∙

research

∙ 05/23/2023

Cost-aware learning of relevant contextual variables within Bayesian optimization

Contextual Bayesian Optimization (CBO) is a powerful framework for optim...

0 Julien Martinelli, et al. ∙

research

∙ 01/27/2023

Optimally-Weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference

Likelihood-free inference methods typically make use of a distance betwe...

0 Ayush Bharti, et al. ∙

research

∙ 01/28/2022

Approximate Bayesian Computation with Domain Expert in the Loop

Approximate Bayesian computation (ABC) is a popular likelihood-free infe...

0 Ayush Bharti, et al. ∙