Slide 1Slow and Fast Mixing of Tempering and Swapping for the Potts Model Nayantara Bhatnagar, UC Berkeley Dana Randall, Georgia Tech Slide 2 Introduction: Approximate Counting…
Slide 11 Image Segmentation Jianbo Shi Robotics Institute Carnegie Mellon University Cuts, Random Walks, and Phase-Space Embedding Joint work with: Malik,Malia,Yu Slide 2…
Slide 1The Effect of Markov Chain State Size for Synthetic Wind Speed Generation Fatih O. Hocaoğlu, Ömer N. Gerek and Mehmet Kurban Slide 2 Presentation Plan Wind speed…
Slide 1Markov Models: Overview Gerald F. Kominski, Ph.D. Professor, Department of Health Services Slide 2 Markov Models: Why Are They Necessary? n Conventional decision analysis…
Slide 1 By Addison Euhus, Guidance by Edward Phillips An Introduction To Uncertainty Quantification Slide 2 Book and References Book – Uncertainty Quantification: Theory,…
Slide 1 Stochastic approximate inference Kay H. Brodersen Computational Neuroeconomics Group Department of Economics University of Zurich Machine Learning and Pattern Recognition…
Slide 1 I-Measure Slide 2 Recall Shannon’s Information measures Slide 3 Slide 4 The Chain Rules Slide 5 Markov Chains Slide 6 Slide 7 A Signed measure function and its…
Slide 1 1 Branching Bisimulation Congruence for Probabilistic Transition Systems Nikola Trčka and Sonja Georgievska Slide 2 2 Labeled Transition Systems Formalism for modeling…
Slide 1 1 Approximate Inference 2: Monte Carlo Markov Chain Slide 2 MCMC Limitations of LW: Evidence affects sampling only for nodes that are its descendants For nondescendants,…