901 search results - page 93 / 181 » Modelling Complex Data by Learning Which Variable to Constru... |
140
click to vote
JBCB
2007
15 years 3 months ago
2007
Mechanistic models for transcriptional regulation are derived using the methods of equilibrium statistical mechanics, to model equilibrating processes that occur at a fast time sc...
144
click to vote
NIPS
2008
15 years 4 months ago
2008
We present a mixture model whose components are Restricted Boltzmann Machines (RBMs). This possibility has not been considered before because computing the partition function of a...
147
click to vote
JMLR
2008
15 years 3 months ago
2008
Pointwise consistent, feasible procedures for estimating contemporaneous linear causal structure from time series data have been developed using multiple conditional independence ...
143
click to vote
IDA
2009
Springer
15 years 26 days ago
2009
Springer
We address the applicability of blind source separation (BSS) methods for the estimation of hidden influences in biological dynamic systems such as metabolic or gene regulatory net...
133
click to vote
ICMLA
2009
15 years 27 days ago
2009
In sequential decision making under uncertainty, as in many other modeling endeavors, researchers observe a dynamical system and collect data measuring its behavior over time. The...