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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur: Zand, J
Awduron Eraill: Roberts, S
Fformat: Traethawd Ymchwil
Iaith:English
Cyhoeddwyd: 2021
Pynciau: