Št. zadetkov: 233
Video in druga učna gradiva
Oznake:
computer science;machine learning;bayesian learning;dirichlet processes
Bayesian approaches to learning problems have many virtues, including their ability to make use of prior knowledge and their ability to link related sources of information, but they also have many vices, notably the strong parametric assumptions that are often invoked willy-nilly in practical Bayesi ...
Leto:
2005
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;bayesian learning
Leto:
2009
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;computational learning theory
In 1951, David Blackwell published a seminal paper - widely cited in economics - in which a link was established between the risk based on 0-1 loss and a class of functionals known as f-divergences. The latter functionals have since come to play an important role in several areas of signal processin ...
Leto:
2009
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;bioinformatics
The study of the structure and function of proteins serves up many problems that offer challenges and opportunities for computational and statistical research. I will overview my experiences in several such problem domains, ranging from domains where off-the-shelf ideas can be fruitfully applied to ...
Leto:
2010
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;discrete optimization
Leto:
2013
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;big data;machine learning;computational learning theory;statistical learning
The rapid growth in the size and scope of datasets in science and technology has created a need for novel foundational perspectives on data analysis that blend the statistical and computational sciences. That classical perspectives from these fields are not adequate to address emerging problems in " ...
Leto:
2014
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
data science;computer science;mathematics;statistics;physics;social sciences;economics
The rapid growth in the size and scope of datasets in science and technology
has created a need for novel foundational perspectives on data analysis that blend the inferential and computational sciences. That classical perspectives from these fields are not adequate to address emerging problems in ...
Leto:
2016
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
mathematics;statistics
Since the 1970s, applications of Bayesian time series models and forecasting methods have represented major success stories
for our discipline. Dynamic modelling is a very broad field, so this ISBA Lecture on Bayesian Foundations will rather selectively
note key concepts and some core model contexts ...
Leto:
2012
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
mathematics;statistics
In nonparametric statistics the posterior distribution is used in exactly the same way as in any Bayesian analysis. It supposedly
gives us the likelihood of various parameter values given the data. A difference with parametric analysis is that it
is often difficult to have an intuitive understanding ...
Leto:
2012
Vir:
videolectures.net
Pregledni znanstveni članek
Oznake:
varovanje;zasebno varovanje;varnostni sistemi;varnostni ukrepi;Makedonija;security;private security;security system;security measures;Macedonia;
Private security as an integral part of the single security system
Leto:
2009
Vir:
Fakulteta za varnostne vede (UM FVV)