7k citations
- University of California, Santa BarbaraUS78 papers
- University of California, BerkeleyUS23 papers
- ETH ZurichCH22 papers
- University of Maryland, College ParkUS22 papers
- California Institute of TechnologyUS21 papers
- Microsoft Research (United Kingdom)GB16 papers
- Princeton UniversityUS16 papers
- University of California, Los AngelesUS14 papers
- Stanford UniversityUS13 papers
- Board of the Swiss Federal Institutes of TechnologyCH11 papers
- Microsoft Research New England (United States)US9 papers
- University of California, RiversideUS9 papers
Showing 2011 · cs.AIShow all
3 papers · 2 filters
cs.AI2011★ 16 cited
A Comprehensive Trainable Error Model for Sung Music Queries
W. P. Birmingham, C. J. Meek
We propose a model for errors in sung queries, a variant of the hidden Markov model (HMM). This is a solution to the problem of identifying the degree of similarity between a (typi…
cs.AI2011★ 27 cited
Finding a Path is Harder than Finding a Tree
C. Meek
I consider the problem of learning an optimal path graphical model from data and show the problem to be NP-hard for the maximum likelihood and minimum description length approaches…
cs.AI2011★ 24 cited
From Machine Learning to Machine Reasoning
Leon Bottou
A plausible definition of "reasoning" could be "algebraically manipulating previously acquired knowledge in order to answer a new question". This definition covers first-order logi…