Multimodal probabilistic reasoning for prediction and coordination problems in machine learning

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:	Machine learning

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