Inference by sampling
Lecture recording on CMU box.
Sanborn, A. N., Griffiths, T. L., & Shiffrin, R. M. (2010). Uncovering mental representations with Markov chain Monte Carlo. Cognitive psychology, 60, 63—106.
Vul, E., Goodman, N., Griffiths, T. L., & Tenenbaum, J. B. (2014). One and done? Optimal decisions from very few samples. Cognitive Science, 38, 599—637.
Vul, E., & Pashler, H. (2008). Measuring the crowd within: Probabilistic representations within individuals. Psychological Science, 19, 645—647.
Clearest and most confusing things
Go to this form and answer these three questions:
- What was the most confusing thing from class today? What are you still wondering about?
- What was the clearest thing from class today?
- What was the most exciting thing you learned?
I’ll compile the questions and send out answers after class.