My name is Elkin Darío Gutiérrez. I'm a graduate student in the Cog Sci Department at UCSD and a member of the AI Group at the International Computer Science Institute at Berkeley. My interests include machine learning (especially spectral approaches to unsupervised learning), natural language-processing, computational semantics, the evolution of language and complex communication systems, and human semantic processing. Here is a (slightly outdated) version of my curriculum vitae (PDF format).
Chen, C.H., Fiecas, M., Gutiérrez, E.D., et al. (2013). Genetic topology of brain morphology. Proc Natl Acad Sci U S A. 42: 17089-94.
Chen, C.H., Gutierrez, E.D., Thompson, W.K., et al. (2012). Analyzing the genetic topography of the cortex using longitudinal MRI data. Science 335: 1634-1636.
Galantucci, B., Theisen, C.A., Gutierrez, E.D., Kroos, C. & Rhodes, T. (2012). The diffusion of novel signs beyond the dyad. Language Sciences. in press.
Drafts and Preprints
Gutiérrez, E.D. Guaranteed model order estimation and complexity bounds for LDA. arXiv preprint 1312.2646.
On Chomsky and the Two Cultures of Statistical Learning, P. Norvig
Useful Singular Value Inequalities (Mathias Ch. 17) Project Euler: Solve fun and compelling mathematical problems while improving your coding skills!
Machine Learning Open Source Software
Polio Eradication Initiative
Online Encyclopedia of Integer Sequences
Electronic Frontier Foundation
Streetsblog Machine learning cheat sheet for scikit-learn
Foundations of Modern Probability, O. Kallenberg
Information Theory, Inference, and Learning Algorithms, D.J.C. MacKay