Št. zadetkov: 31
Video in druga učna gradiva
Oznake:
Positive definite kernels on probability measures have been recently applied in structured data classification problems. Some of these kernels are related to classic information theoretic quantities, such as mutual information and the Jensen-Shannon divergence. Meanwhile, driven by recent advances i ...
Leto:
2008
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;natural language processing
Recent approaches to learning structured predictors often require approximate inference for tractability; yet its effects on the learned model are unclear. Meanwhile, most learning algorithms act as if computational cost was constant within the model class. This paper sheds some light on the first i ...
Leto:
2009
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;optimization methods
In this paper, we propose combining augmented Lagrangian optimization with
the dual decomposition method to obtain a fast algorithm for approximate MAP
(maximum a posteriori) inference on factor graphs. We also show how the proposed
algorithm can efficiently handle problems with (possibly global) st ...
Leto:
2010
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;structured output;on-line learning
Structured prediction (SP) problems are characterized by strong interdependence among the output
variables, usually with sequential, graphical, or combinatorial structure [17, 7]. Obtaining good
predictors often requires a large effort in feature/kernel design and tuning (usually done via crossvalid ...
Leto:
2010
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;computer vision;shape analysis
This work presents a novel Bayesian formulation for aligning faces in unseen images.
Our approach is closely related to Constrained Local Models (CLM) and Active
Shape Models (ASM), where an ensemble of local feature detectors are constrained to
lie within the subspace spanned by a Point Distributio ...
Leto:
2012
Vir:
videolectures.net
Ni določena
Oznake:
Reisebeschreibung;
Leto:
1868
Vir:
dLib.si Digitalna knjižnica Slovenije
Video in druga učna gradiva
Oznake:
computer science;pattern recognition
An important problem in the bioinformatics field is the inference of gene regulatory networks (GRN) from temporal expression profiles. In general, the main limitations faced by GRN inference methods is the small number of samples with huge dimensionalities and the noisy nature of the expression mea ...
Leto:
2010
Vir:
videolectures.net
Izvirni znanstveni članek
Oznake:
expatriation;international career;knowledge transfer;international HRM;
Background and Purpose: The multinational companies require different approach of human resource management to achieve their goals. The reason is in employees who are working abroad, so-called expatriates. The purpose of the research is to investigate perceptions and experience of the expatriates wo ...
Leto:
2017
Vir:
Fakulteta za organizacijske vede (UM FOV)
Izvirni znanstveni članek
Oznake:
polietereterketon;poliftalamid;maziva;PAO;estri;staranje;polyetheretherketone;polyphthalamide;lubricants;esters;aging;
The lubrication of high-performance polymers allows the more widespread use of these materials in mechanical systems. This work aims to study the compatibility of polyetheretherketone (PEEK) and polyphthalamide (PPA) with polar and non-polar lubricant base oils by inducing aging. Polymer discs were ...
Leto:
2024
Vir:
Fakulteta za strojništvo (UL FS)
Izvirni znanstveni članek
Oznake:
Canis lupus;tekmovanje;domači psi;medvrstno plenjenje;mezoplenilci;globalni pregled;competition;domestic dog;interspecific killing;mesopredators;worldwide review;
The occurrence of carnivore species in wolf diet has been overlooked and poorly studied despite the potential implications for wolf ecology and wildlife management. We conducted an extensive literature review, focusing on 120 wolf diet studies worldwide to assess global patterns of carnivore consump ...
Leto:
2020
Vir:
Biotehniška fakulteta (UL BF)