The paper deals with the task of polynomial regression, i.e., inducing polynomial that can be used to predict a chosen dependent variable based on the values of independent ones. As in other induction tasks, there is a trade-off between the complexity of the induced polynomial and its predictive error. One of the approaches for searching an optimal trade-off is the Minimal Description Length pr...

We consider level-2 large deviations for the one-sided countable full shift without assuming existence of Bowen's Gibbs state. To deal with non-compact closed sets, we provide a sufficient condition in terms inducing which ensures exponential tightness sequence Borel probability measures constructed from periodic configurations. Under this establish Large Deviation Principle. apply our results ...

The path integral on a homogeneous space G/H is constructed, based on the guiding principle ‘first lift to G and then project to G/H ’. It is then shown that this principle admits inequivalent quantizations inducing a gauge field (the canonical connection) on the homogeneous space, and thereby reproduces the result obtained earlier by algebraic approaches. ∗E-mail: [email protected] ...

What kind of evidence will lead people to revise their moral beliefs? Moral beliefs are often strongly held convictions, and existing research has shown that morality is rooted in emotion and socialization rather than deliberative reasoning. In addition, more general issues-such as confirmation bias-further impede coherent belief revision. Here, we explored a unique means for inducing belief re...

background and objective: angiogenesis is a complex program of several steps and it is tightly regulated by pro- and anti-angiogenic factors. angiogenesis is one of the key elements in cutaneous wound healing and skin cancers. estrogen seems to have positive modulating effect on cutaneous wound healing and this effect may be explained by its angiogenic properties. this study aims to investigate...

Previously proposed differential fault analysis (DFA) techniques against iterated block ciphers mostly exploit computational errors in the last few rounds of the cipher to extract the secret key. In this paper we describe a DFA attack that exploits computational errors in early rounds of a Feistel cipher. The principle of the attack is to force collisions by inducing faults in intermediate resu...