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Št. zadetkov: 10
Video in druga učna gradiva
Oznake: computer science;data science
In this paper, we consider the problem of Bayesian filtering and inference for time series data modeled as noisy, discrete-time observations of a stochastic differential equation (SDE) with undetermined parameters. We develop a Metropolis algorithm to sample from the high-dimensional joint poster ...
Leto: 2016 Vir: videolectures.net
Video in druga učna gradiva
Oznake: computer science;machine learning
We study consistency properties of surrogate loss functions for general multiclass classification problems, defined by a general loss matrix. We extend the notion of classification calibration, which has been studied for binary and multiclass 0-1 classification problems (and for certain other specif ...
Leto: 2012 Vir: videolectures.net
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Leto: 1989 Vir: dLib.si Digitalna knjižnica Slovenije
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Leto: 1989 Vir: dLib.si Digitalna knjižnica Slovenije
Video in druga učna gradiva
Oznake: computer science;machine learning;unsupervised learning;statistical learning;supervised learning;on-line learning;computational learning theory
A popular approach to solving multiclass learning problems is to reduce them to a set of binary classification problems through some output code matrix: the widely used one-vs-all and all-pairs methods, and the error-correcting output code methods of Dietterich and Bakiri (1995), can all be viewed a ...
Leto: 2014 Vir: videolectures.net
Video in druga učna gradiva
Oznake: computer science;machine learning
The design of convex, calibrated surrogate losses, whose minimization entails consistency with respect to a desired target loss, is an important concept to have emerged in the theory of machine learning in recent years. We give an explicit construction of a convex least-squares type surrogate loss t ...
Leto: 2014 Vir: videolectures.net
Video in druga učna gradiva
Oznake: computer science;machine learning
Hierarchical classification problems are multiclass supervised learning problems with a pre-defined hierarchy over the set of class labels. In this work, we study the consistency of hierarchical classification algorithms with respect to a natural loss, namely the tree distance metric on the hierarch ...
Leto: 2015 Vir: videolectures.net
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Oznake: active video games;exergaming;virtual reality;stroke;kinect;
Background Active video games have been embraced for the rehabilitation of mobility and promotion of physical activity for persons post-stroke. This study seeks to compare carefully matched standard of care stepping activities, off-the-shelf (non-custom) active video games and custom active video g ...
Leto: 2021 Vir: Zdravstvena fakulteta (UL ZF)
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Oznake: rak (medicina);radiologija;obsevanje;medicinski aparati;
Leto: 2011 Vir: dLib.si Digitalna knjižnica Slovenije
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Oznake: rak (medicina);zdravljenje;radioterapija;brahiterapija;
Leto: 2007 Vir: dLib.si Digitalna knjižnica Slovenije
Št. zadetkov: 10
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