ArXiv TLDR

Gerardo Duran-Martin

2 papers · Latest:

Statistical Machine Learning

Doubly Outlier-Robust Online Infinite Hidden Markov Model

This paper introduces BR-iHMM, a robust online infinite hidden Markov model that handles outliers and model misspecification in streaming data.

2604.14322
Statistical Machine Learning

A Predictive View on Streaming Hidden Markov Models

This paper introduces a predictive-first framework for streaming Hidden Markov Models, deriving a beam search algorithm for efficient online regime identification.

2604.09208

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