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stat.ML2026
Time-partitioning Gaussian Process Mixture Model
Guilherme Piantino, Hedibert F. Lopes
We propose the Time-partitioning Gaussian Process Mixture Model (TPGPMM), a Bayesian nonparametric framework for identifying persistent regimes and modelling nonstationary dependen…
stat.OT2026
A Conversation with Mike West
Hedibert F. Lopes, Filippo Ascolani
Mike West is currently the Arts & Sciences Distinguished Professor Emeritus of Statistics and Decision Sciences at Duke University. Mike's research in Bayesian analysis spans multi…