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05/23/2023
Cost-aware learning of relevant contextual variables within Bayesian optimization
Contextual Bayesian Optimization (CBO) is a powerful framework for optim...
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12/23/2021
ABC of the Future
Approximate Bayesian computation (ABC) has advanced in two decades from ...
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11/01/2019
Probabilistic Formulation of the Take The Best Heuristic
The framework of cognitively bounded rationality treats problem solving ...
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08/02/2017
ELFI: Engine for Likelihood Free Inference
The Engine for Likelihood-Free Inference (ELFI) is a Python software lib...
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05/24/2017
Non-Stationary Spectral Kernels
We propose non-stationary spectral kernels for Gaussian process regressi...
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08/18/2015
