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[personal profile] gusl
The Summer School started today, bright and early. I arrived at 8:45am, and felt like I was late. It was a long day, full of free food (except for lunch).

Saw Vicente, Kai-Min, Mark Albert. Ran into John Hale, with whom I had lunch. He praised my taste in Summer Schools (all 3 Summer Schools I've ever done have been attended either by him or by a student of his).

There are tons of people here! I was expecting 50-70, but I estimate there are just over 150. All the speakers need to use a microphone.

The size of the group lead to a rather cliquish dynamic, unfortunately. There are several German-speaking cliques. I've hung out with a clique from Brown and the one from Washington@StLouis.

It was a long day... All the lectures were introductory, so I didn't get very much out of them. I skipped about half of the last lecture, on information theory.

It seems that the faculty is very well versed in machine learning, while the students have very mixed backgrounds.

During a break, met a math student from Berkeley, who claims he has trained his ability to visualize things in 4D, by using time.

At dinner, I met this guy Klaus, from Caltech, who offered to fMRI me and give me a digital image of my brain (and give me $40!). I want to do it, although I hear it can be boring and the noise is unpleasant.

At the evening session of probability, I made the point that requiring people to follow the axioms of probability amounts to requiring that they solve NP-Hard problems. After that, I chatted briefly with Josh Tenenbaum, showed him the Turney&Littman paper on analogy, and told him about ICA. I wasn't able to remember how the ICA guys reformulated the source separation problem.

Then I spoke briefly to Brian, who is a philosopher.

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Highlights of today:
* how do people solve the problem of induction?
* integrating top-level (knowledge of grammar) and bottom-level constraints (observed data): vision, language, causal reasoning
* demo of a vision system that extracts high-level features

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Things I should be studying:

plate notation (CMU folks: check out the first hit!)

Conjugate prior

Maximum a posteriori

Beta prior

MCMC

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Nick Chater (a mathematically-sophisticated psychologist) has published with Gruenwald and Vitanyi!

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My sleep debt has been huge all of today, and it's showing.

And given the schedule, it's looking like I'll be arriving at 9am, everyday... let's see how far I can go.
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