Inference in finite state space non parametric Hidden Markov Models and applications

By Elisabeth Gassiat, Alice Cleynen, Stéphane Robin. 2015

67 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Molecular Biology

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Hermanni Hälvä
2. Aapo Hyvärinen
3. Bernhard Schölkopf
4. Kun Zhang
5. Yoshua Bengio
6. Dominik Janzing
7. Jan Peters
8. Andrew Y. Ng

In Molecular Biology

1. Aapo Hyvärinen

Citations in the corpus

• Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series (2020, background): “, 2019) and HMMs (Allman et al., 2009; Gassiat et al., 2016), and therefore much of our paper is devoted to combining these two research strands.”