http://www.cs.colostate.edu/~sokolov/wiki/ 2011-10-12T14:38:50-06:00 http://www.cs.colostate.edu/~sokolov/wiki/ http://www.cs.colostate.edu/~sokolov/wiki/lib/images/favicon.ico text/html 2011-10-04T18:37:37-06:00 Artem Sokolov http://www.cs.colostate.edu/~sokolov/wiki/doku.php?id=start&rev=1317775057&do=diff I graduated and now work as a Postdoc at UC Santa Cruz: <http://users.soe.ucsc.edu/~sokolov/> text/html 2011-03-10T10:04:11-06:00 Artem Sokolov http://www.cs.colostate.edu/~sokolov/wiki/doku.php?id=research&rev=1299776651&do=diff Structured-output Learning and Gene Ontology prediction My primary expertise is in maximum-margin linear models. I am particularly interested in the structured-output problems where the output space is comprised of complex objects, such as lattices and graphs. The current application I'm working on is prediction of protein function. The function of a protein is described by a set of keywords, developed and maintained by The Gene Ontology Project. These keywords belong to three ontology graphs… text/html 2011-03-06T13:11:38-06:00 Artem Sokolov http://www.cs.colostate.edu/~sokolov/wiki/doku.php?id=c&rev=1299442298&do=diff Tutorials on selected C++ topics C++ type traits text/html 2010-09-13T18:08:05-06:00 Artem Sokolov http://www.cs.colostate.edu/~sokolov/wiki/doku.php?id=c_-static-polymorphism&rev=1284422885&do=diff A Tutorial on C++ Template-based Static Polymorphism Definition Usage text/html 2010-07-01T20:09:17-06:00 Artem Sokolov http://www.cs.colostate.edu/~sokolov/wiki/doku.php?id=software&rev=1278036557&do=diff Trimmed Directed Acyclic Word Graphs (DAWGs) C++ implementation of the DAWG and trimmed DAWG data structures. Supports basic string searching. Tech Report Download the code Hidden Markov Models in OCaml The code contains an HMM implementation with discrete observations. Priors and the transition matrix are initialized to be random. Observation distributions are initialized to be uniform multivariate probability mass functions. The module also contains a class for manipulating an alphabet …