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...

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Bibliografske podrobnosti
Glavni avtor: Zand, J
Drugi avtorji: Roberts, S
Format: Thesis
Jezik:English
Izdano: 2021
Teme: