Katherine Morales

According to our database, Katherine Morales authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Generative Markov models for sequential bayesian classification. (Modèles de Markov génératifs pour la classification séquentielle bayésienne).

Katherine Morales

PhD thesis, 2024

2023

Deep parameterizations of pairwise and triplet Markov models for unsupervised classification of sequential data.

Hugo Gangloff, Katherine Morales, Yohan Petetin

Comput. Stat. Data Anal., April, 2023

A Probabilistic Semi-Supervised Approach with Triplet Markov Chains.

Katherine Morales, Yohan Petetin

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2021

Variational Bayesian Inference for Pairwise Markov Models.

Katherine Morales, Yohan Petetin

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

A General Parametrization Framework for Pairwise Markov Models: An Application to Unsupervised Image Segmentation.

Hugo Gangloff, Katherine Morales, Yohan Petetin

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021