Probabilistic Reasoning; Graphical models
{"Image DocumentName": "Probabilistic Reasoning; Graphical models", "Image ImageDescription": "Bayesian network, constraint networks, mixed network. Queries. Exact algorithm. using inference, search and hybrids. Graph parameters: tree-width, cycle-cutset, w-cutset. Here is a brief outline of my talk. I\u2019ll start by describing some preliminaries and motivating applications. Then I\u2019ll describe the main problem which we investigated in this thesis which is that of poor performance of sampling based algorithms in presence of determinism. Then I\u2019ll describe the four main contributions of this thesis.", "Image XResolution": "37", "Image YResolution": "37", "Image ResolutionUnit": "Pixels/Centimeter", "Image Software": "SlidePlayer", "Image YCbCrPositioning": "Centered"}