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Št. zadetkov: 9
Learning with Marginalized Corruption
Kilian Q. Weinberger
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2013 Vir: videolectures.net
Compressing Neural Networks with the Hashing Trick
Kilian Q. Weinberger
Video in druga učna gradiva
Oznake: computer science;machine learning
As deep nets are increasingly used in applications suited for mobile devices, a fundamental dilemma becomes apparent: the trend in deep learning is to grow models to absorb ever-increasing data set sizes; however mobile devices are designed with very little memory and cannot store such large models. ...
Leto: 2015 Vir: videolectures.net
Fast Solvers and Efficient Implementations for Distance Metric Learning
Kilian Weinberger
Video in druga učna gradiva
Oznake: computer science;machine learning
In this paper we study how to improve nearest neighbor classification by learning a Mahalanobis distance metric. We build on a recently proposed framework for distance metric learning known as large margin nearest neighbor (LMNN) classification. Within this framework, we focus specifically on the ch ...
Leto: 2008 Vir: videolectures.net
Distance Metric Learning for Kernel Machines
Kilian Weinberger
Video in druga učna gradiva
Oznake: computer science;machine learning;learning to rank;kernel methods
Recent work in metric learning has significantly improved the state-of-the-art in k-nearest neighbor classification. However, Support vector machines (with RBF kernels) are arguably the most popular class of classification algorithms that uses distance metrics to compare examples. In this talk I wil ...
Leto: 2010 Vir: videolectures.net
Pure Spreading Activation is Pointless
Kilian Thiel
Video in druga učna gradiva
Oznake: computer science;bioinformatics
Spreading activation is a popular technique for retrieving and ranking indirectly related information by activating query items and spreading their activation along relatedness links. Almost every use of the technique is accompanied by its own set of restrictions on the dynamics, though, and the ...
Leto: 2009 Vir: videolectures.net
Panel discussion
Guillaume Obozinski , Raquel Urtasun , Massimiliano Pontil , Kilian Weinberger
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods;multiple kernel learning
Leto: 2010 Vir: videolectures.net
Survey and evaluation of query intent detection methods
Daniel Gayo Avello , Kilian Pérez-González , David J. Brenes
Video in druga učna gradiva
Oznake: computer science;information retrieval
Leto: 2009 Vir: videolectures.net
High-throughput genotyping of hop (Humulus lupulus L.) utilising diversity arrays technology (DArT)
E. L. Howard, S. Whittock, Jernej Jakše, J. Carling, P. Matthews, G. Probasco, J. A. Henning, Peter E. Darby, Andreja Čerenak, Branka Javornik, A. Kilian, A. Koutoulis
Izvirni znanstveni članek
Oznake: hmelj;gensko kartiranje;mikrosateliti;molekulski markerji;hops;mapping;genetic mapping;genetic diversity;molecular markers;polymorphism;
High-throughput genotyping of hop (Humulus lupulus L.) utilising diversity arrays technology (DArT)
Leto: 2011 Vir: Biotehniška fakulteta (UL BF)
Stress corrosion crack initiation testing with tapered specimens in high-temperature water - results of a collaborative research project
Rik-Wouter Bosch, Stefan Ritter, Matthias Herbst, Renate Kilian, Grace Burke, Jonathan Duff, Fabio Scenini, Yuchen Gu, Alice Dinu, Ulla Ehrnsten, Aki Toivonen, Radek Novotny, Oliver Martin, Francisco Javier Perosanz, Andraž Legat, Bojan Zajec
Izvirni znanstveni članek
Oznake: napetostno korozijsko pokanje;vpliv površinske obdelave;trapezast natezni vzorec;avtoklav;pospešeni test;lahkovodni jedrski reaktor;mejna napetost;stress corrosion cracking;surface finish impact;tapered tensile specimen;autoclave;accelerated testing;light water nuclear reactor;critical threshold stress;
The applicability of an accelerated test technique using tapered tensile specimens for investigating the stress corrosion crack (SCC) initiation behaviour of structural materials in high-temperature water was assessed in the framework of a European collaborative research project (MICRIN – MItigation ...
Leto: 2020 Vir: Zavod za gradbeništvo Slovenije (ZAG)
Št. zadetkov: 9
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