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University of Copenhagen, CFS Center For Subjectivity Research, ..... course, a view of autopoietic systems as being "made externally" would be a ..... and showing off to call attention to themselves (Reddy and Trevarthen 2004; Reddy 2008).
By contrast, we use online training (and can thus handle larger datasets), and use ..... Stochastic gradient VB and the variational auto-encoder. In ICLR, 2014.
Jun 17, 2017 - also use the convention that for any f, g â F and E â , the act f Eg ...... and ESEM 2016 (Geneva) for helpful conversations and comments.
Jun 17, 2017 - are more likely to use new information to update their beliefs when the information received is in ... sistency.2 For example, consider an investor who is choosing between two investing .... ante stage when she holds a âcool headedâ
Aug 13, 2010 - There is one path between M and Ï, which is blocked when the head-to-tail node θt is observed, so that: P(M|θt,Ï) = P(M|θt). (7). Note that when the head-to-head node Dt, which is on the same path, is also observed, this node is n
2.1.1 Bayesian Q-learning. Bayesian Q-learning (BQL) (Dearden et al, 1998) is a Bayesian approach to the widely-used Q-learning algorithm (Watkins, 1989), in which exploration and ex- ploitation are balanced by explicitly maintaining a distribution o
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learning both the parameters and structure of a Bayesian network, including techniques ..... As an illustration, let us revisit the thumbtack problem. Here, .... In the ï¬nal step of constructing a Bayesian network, we assess the local probability.
Figure 3: A Bayesian-network for detecting credit-card fraud. ... Fraud, Age, and Sex are direct causes of Jewelry, we obtain the network structure in Figure. 3.
data for two different demographic and geographic scenarios for pneumonia and influenza, that exhibit ... susceptibles, and are either in a state of recovery, fully recovered, or expired on contraction of ..... K. Rothman, Oxford University Press.
The analysis often proceeds by synchronization of the data through curve registration. In this article we propose a Bayesian hierarchical model for curve ...
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The basic idea in ex- perimental design is ..... page 16), who showed that a simple linear transfor- mation can ...... Seo and Larntz (1992) suggested some criteria.
Abstract. The problem of the definition and the estimation of generative models based on deformable tem- plates from raw data is of particular importance for ...
course microarray experiments, a number of strategies have ... cell cycle course transcriptions. However, obtaining a pure synchronized ... Published online January 22, 2004 ...... Whitfield,M.L., Sherlock,G., Saldanha,A.J., Murray,J.I., Ball,C.A.,.