Browsing Doctoral Theses by Author "Saad, Feras Ahmad Khaled"
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Scalable Structure Learning, Inference, and Analysis with Probabilistic Programs
Saad, Feras Ahmad Khaled (Massachusetts Institute of Technology, 2022-09)How can we automate and scale up the processes of learning accurate probabilistic models of complex data and obtaining principled solutions to probabilistic inference and analysis queries? This thesis presents efficient ...