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NIPS
1998
15 years 8 months ago
Coding Time-Varying Signals Using Sparse, Shift-Invariant Representations
A common way to represent a time series is to divide it into shortduration blocks, each of which is then represented by a set of basis functions. A limitation of this approach, ho...
Michael S. Lewicki, Terrence J. Sejnowski
NAACL
1994
15 years 8 months ago
Issues and Methodology for Template Design for Information Extraction
The goal of Information Extraction tasks is to identify, categorize, classify, relate, and normalize specific information of interest found in free text, and to make that informat...
Boyan A. Onyshkevych
IJAR
2008
155views more  IJAR 2008»
15 years 7 months ago
Estimation of causal effects using linear non-Gaussian causal models with hidden variables
The task of estimating causal effects from non-experimental data is notoriously difficult and unreliable. Nevertheless, precisely such estimates are commonly required in many fiel...
Patrik O. Hoyer, Shohei Shimizu, Antti J. Kerminen...
NAR
2006
75views more  NAR 2006»
15 years 7 months ago
DrugBank: a comprehensive resource for in silico drug discovery and exploration
DrugBank is a unique bioinformatics/cheminformatics resource that combines detailed drug (i.e. chemical)data withcomprehensive drug target (i.e.protein) information. The database ...
David S. Wishart, Craig Knox, Anchi Guo, Savita Sh...
COLT
2010
Springer
15 years 5 months ago
Forest Density Estimation
We study graph estimation and density estimation in high dimensions, using a family of density estimators based on forest structured undirected graphical models. For density estim...
Anupam Gupta, John D. Lafferty, Han Liu, Larry A. ...