Data exploration and Pattern Recognition
Pattern Recognition
Applications
Machine Perception and Learning
Classical View of Pattern Classifiers
How to Build a Classifier?
We Have Constraints
Further Issues and Complications
Course Outline
Bayesian Inference and Decision Making
Decision Making Under Uncertainty
Decision Making Under Uncertainty - Cntd.
Probability
Many Kinds of Probabilities
Many Kinds of Probabilities - Cntd.
We will be flexible...
Example: The Two Envelope Problem
The Bayesian Doctor Example
The Bayesian Doctor - Cntd.
Bayes Inversion Rule
Back to Bayesian Doctor Example
Optimal Bayes Decision Strategies
דואר אלקטרוני: rani@cs.technion.ac.il
דף בית: www.cs.technion.ac.il/~rani