Bayesian Inference
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An implementation with TFP for likelihood-based inference on POMP
6 min read -
Can Transformers help doing Bayesian Inference? A simple review of Transformers Can Do Bayesian Inference
8 min read -
Updating your beliefs with data is like pouring water into a bucket.
8 min read -
Experimenting with priors, data normalization, and comparing Bayesian modeling with Robyn, Facebook’s open-source MMM package
17 min read -
The intuitive guide to the essential knowledge on Bayesian inference applied in the context of…
6 min read -
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Making the “Automated scientist”: Co-navigating the hypothesis and experimental space using…
PhysicsActive learning approach co-navigates theory and experiment via hybrid of reinforcement learning and structured Gaussian…
16 min read -
An introduction to using Bayesian Inference and MCMC sampling methods to predict the distribution of…
14 min read -
Why domain scientists know more ML than they think
21 min read -
Maxim Ziatdinov¹ ² & Sergei V. Kalinin¹
11 min read