Multimodal probabilistic reasoning for prediction and coordination problems in machine learning

<p>In this thesis we consider the role of multimodality in decision making and coordination problems in machine learning. We propose the use of a series of multimodal probabilistic methods, using extensions of (finite) mixture models to tackle challenges in time series forecasting, efficient u...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Zand, J
Άλλοι συγγραφείς: Roberts, S
Μορφή: Thesis
Γλώσσα:English
Έκδοση: 2021
Θέματα: