2 papers
stat.ML2025
SpaPool: Soft Partition Assignment Pooling for__Graph Neural Networks
Rodrigue Govan, Romane Scherrer, Philippe Fournier-Viger +1
This paper introduces SpaPool, a novel pooling method that combines the strengths of both dense and sparse techniques for a graph neural network. SpaPool groups vertices into an ad…
cs.FL2021
Signal automata and hidden Markov models
Teodor Knapik
A generic method for inferring a dynamical hidden Markov model from a time series is proposed. Under reasonable hypothesis, the model is updated in constant time whenever a new mea…