Description
CSE 250A. Principles of AI: Probabilistic Reasoning and Decision-Making
Fall Quarter 2015
(4 units)
CSE 250A is an introductory graduate course on probabilistic methods for reasoning and decision-making under uncertainty. Inference and learning in probabilistic graphical models; prediction and planning in Markov decision processes; applications to vision, robotics, speech, and natural language processing.
Fall Quarter 2015
(4 units)
CSE 250A is an introductory graduate course on probabilistic methods for reasoning and decision-making under uncertainty. Inference and learning in probabilistic graphical models; prediction and planning in Markov decision processes; applications to vision, robotics, speech, and natural language processing.
General Information
Class website
Gradesource
Podcasts
Name | Office Hours | |
---|---|---|
Kristján Jónsson | When? Where? | |
Chaitanya Ryali | When? Where? | |
Lawrence Saul | When? Where? |
Lecture Notes
Lecture Notes
Lecture Date
Nov 5, 2015
Dec 1, 2015
Nov 19, 2015
Nov 12, 2015
Nov 10, 2015
Nov 10, 2015
Nov 5, 2015
Nov 3, 2015
Oct 22, 2015
Oct 20, 2015
Oct 15, 2015
Oct 13, 2015
Oct 8, 2015
Oct 6, 2015
Oct 6, 2015
Oct 1, 2015
Sep 29, 2015
Sep 24, 2015
Sep 24, 2015
Homework
Homework
Due Date
Data Sets
Data Sets
Date
Dec 1, 2015
Dec 1, 2015
Dec 1, 2015
Dec 1, 2015
Dec 1, 2015
Dec 1, 2015
Dec 1, 2015
Nov 10, 2015
Nov 10, 2015
Nov 10, 2015
Nov 10, 2015
Nov 3, 2015
Nov 3, 2015
Oct 27, 2015
Oct 27, 2015
Oct 27, 2015
Oct 27, 2015
Oct 27, 2015
Oct 27, 2015
Oct 13, 2015
Oct 13, 2015
Oct 13, 2015
Oct 13, 2015
Oct 6, 2015
Oct 6, 2015
Oct 6, 2015
Oct 6, 2015
Oct 6, 2015
Oct 6, 2015