A VAE-based surrogate for Celerite GPs is embedded in an additive GP+HMM model to achieve scalable Bayesian inference for stellar flare detection.
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Scalable Bayesian Additive Models for Stellar Flare Detection via Amortized Gaussian Process Inference and Hidden Markov Models
A VAE-based surrogate for Celerite GPs is embedded in an additive GP+HMM model to achieve scalable Bayesian inference for stellar flare detection.