Algorithmic Decision Making
- Instructor: Prof. Subhash Suri (suri@cs.ucsb.edu).
- Class: TR 11:00 -- 12:15 (CRST 143)
- Office Hrs: TBD. Harold Frank Hall 2111.
Topics
- Optimal Stopping Rules: when to stop looking
- Probability and Paradoxes: how to calculate odds
- Multi-armed Bandits: how to explore
- Caching: what to forget
- Scheduling: what to do first
- Bayes's Rule: how to predict
- Game Theory: how to strategize
- Cake Cutting: how to be fair
- Voting: how to reconcile individual differences
- Machine Learning: how to generalize from example