Št. zadetkov: 25
Video in druga učna gradiva
Oznake:
computer science;information theory
In this paper, we propose a new accurate algorithm for Compressed Counting, whose sample
complexity is only O (1/v2) for v-additive Shannon entropy estimation. The constant factor
for this bound is merely about 6. In addition, we prove that our algorithm achieves an
upper bound of the Fisher informa ...
Leto:
2011
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;supervised learning
We propose ABC-Boost (Adaptive Base Class Boost) for multi-class classification and present ABC-MART, an implementation of
ABC-Boost. The original MART (Multiple Additive Regression Trees) algorithm has been popular in certain industry applications (e.g.,
Web search). For binary classification, ABC- ...
Leto:
2009
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
mathematics;set theory
Computing two-way and multi-way set similarities is a fundamental problem. This study focuses on estimating 3-way resemblance (Jaccard similarity) using b-bit minwise hashing. While traditional minwise hashing methods store each hashed value using 64 bits, b-bit minwise hashing only stores the lowes ...
Leto:
2010
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;computational learning theory;unsupervised learning;supervised learning;statistical learning;on-line learning
Compressed sensing (sparse signal recovery) has been a popular and important research topic in recent years. By observing that natural signals (e.g., images or network data) are often nonnegative, we propose a framework for nonnegative signal recovery using Compressed Counting (CC). CC is a techniqu ...
Leto:
2014
Vir:
videolectures.net
Izvirni znanstveni članek
Oznake:
analytical solution;soil stress distribution;skin friction;end bearing;
This paper reports a simplified analytical solution for estimating the soil stress distribution due to pile dependence on the pile dimensions. The exponentially increasing ultimate skin friction along the pile shaft is derived by means of an equilibrium analysis of the soil element around the pile. ...
Leto:
2017
Vir:
Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo (UM FGPA)
Enciklopedija, slovar, leksikon, priročnik, atlas, zemljevid
Oznake:
vprašalnik;
Vprašalnik o zgodovini jezikovne uporabe (slovenščina)
Leto:
2014
Vir:
Pedagoška fakulteta (UL PEF)
Video in druga učna gradiva
Oznake:
computer science;machine learning;gaussian processes
We propose a backward deletion procedure to Sparse Gaussian Process Regression (SGPR) model, which can be used to refine a number of se- quential forward selection algorithms addressed recently. Some experi- mental results demonstrate the effectiveness of our approach.
Leto:
2006
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;machine learning;supervised learning;data mining;graph mining
This work studies the problem of distributed classification in peer-to-peer (P2P) networks. While there has been a significant amount of work in distributed classification, most of existing algorithms are not designed for P2P networks. Indeed, as server-less and router-less systems, P2P networks imp ...
Leto:
2007
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;text mining
Web content analysis often has two sequential and separate steps: Web Classification to identify the target Web pages, and Web Information Extraction to extract the metadata contained in the target Web pages. This decoupled strategy is highly ineffective since the errors in Web classification will b ...
Leto:
2009
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;data science
Leto:
2016
Vir:
videolectures.net