Katherine Morales

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Supervised Classification

Variational Bayesian Inference

Top Venues

Comput. Stat. Data Anal.

Publications

Katherine Morales, Yohan Petetin
A Probabilistic Semi-Supervised Approach with Triplet Markov Chains. MLSP (2023)
Katherine Morales, Yohan Petetin
A Probabilistic Semi-Supervised Approach with Triplet Markov Chains. CoRR (2023)
Hugo Gangloff, Katherine Morales, Yohan Petetin
Deep parameterizations of pairwise and triplet Markov models for unsupervised classification of sequential data. Comput. Stat. Data Anal. 180 (2023)
Hugo Gangloff, Katherine Morales, Yohan Petetin
A General Parametrization Framework for Pairwise Markov Models: An Application to Unsupervised Image Segmentation. MLSP (2021)
Katherine Morales, Yohan Petetin
Variational Bayesian Inference for Pairwise Markov Models. SSP (2021)