my biased thoughts on the fields of natural language processing (NLP), computational linguistics (CL) and related topics (machine learning, math, funding, etc.)
The papers weren't listed in a single location, so I assembled them in one page. Looks like it should be fun (and sunny)!
2/10/2007 09:45:00 AM
For some one who doesn't understand the relationship of the various ML/AI conferences, where does AISTAT place in the content/quality spectrum ? (I only know places like COLT, ICML, and NIPS)
I've heard that AISTATS is roughly on par with ICML and UAI.It seems like the hot word for this conference this year is "fast", just based on a simple word count of the titles. :)
My sense (though I've never been) is that it's content is similar to NIPS/UAI, but is perhaps tier 2, rather than tier 1 (though I also sense it is on the upswing). Ask me again in April, though.And yes, "fast" is very popular... although by pure frequency, "learning" would have to be a stop word (occurs more frequently than any word except "for")... fast comes in with seven counts, and efficient with 6. Kernel and classification both have 5, losing to Bayesian which has 6. Ironically, on my sorting, the word that appears last (you can figure out why if you think of how I sort) is "accurate" :).
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