Went to StanCon 2 years ago & saw a presentation by @liza-semenova.bsky.social And now, here's our first paper together inspired by that talk, led by mine and Gwen Eadie's PhD student Rodrigo Herrera arxiv.org/abs/2606.22601
Scalable Bayesian Additive Models for Stellar Flare Detection via Amortized Gaussian Process Inference and Hidden Markov Models
Gaussian Processes (GPs) are a powerful tool for Bayesian time-series modeling, yet their cubic computational cost remains a severe barrier for application to long, high-cadence datasets in astronomy....
arxiv.org
