280 search results - page 46 / 56 » jmlr 2010 |
129
click to vote
JMLR
2010
15 years 19 days ago
2010
Hsu et al. (2009) recently proposed an efficient, accurate spectral learning algorithm for Hidden Markov Models (HMMs). In this paper we relax their assumptions and prove a tighte...
173
click to vote
JMLR
2010
2010
Predicting the functions of proteins in Protein-Protein Interaction networks from global information
15 years 19 days ago
In this work we present a novel approach to predict the function of proteins in protein-protein interaction (PPI) networks. We classify existing approaches into inductive and tran...
182
click to vote
JMLR
2010
15 years 19 days ago
2010
In this paper we learn a dissimilarity measure for categorical data, for effective classification of the data points. Each categorical feature (with values taken from a finite set...
153
click to vote
JMLR
2010
15 years 19 days ago
2010
We study the problem of learning an optimal Bayesian network in a constrained search space; skeletons are compelled to be subgraphs of a given undirected graph called the super-st...
169
click to vote
JMLR
2010
15 years 19 days ago
2010
This paper develops algorithms to train support vector machines when training data are distributed across different nodes, and their communication to a centralized processing unit...