Transfer Learning on an Autoencoder-based Deep Network
Sep06

Transfer Learning on an Autoencoder-based Deep Network

Transfer Learning on an Autoencoder-based Deep Network. Leandro Fabio Ariza Jiménez PhD student in Mathematical Engineering, GRIMMAT – Research group in mathematical modeling, EAFIT University. Agosto 22 de 2016. PhD in Mathematical Engineering. Seminar of the PhD in Mathematical Engineering. Abstract: It is widely known that deep neural networks can be dicult to train in practice, since in order to obtain state-of-the-art...

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On the relation between Big Data and Machine Learning
Jun13

On the relation between Big Data and Machine Learning

On the relation between Big Data and Machine Learning. Leandro Fabio Ariza Jiménez. Affiliation: PhD student in Mathematical Engineering, GRIMMAT – Research group in mathematical modeling, EAFIT University. Abstract: Recently the term “Big Data” was coined to capture the meaning of a data-explosion trend from diverse sources and domains, which society has been exposed due to technological advances since the second half of the...

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Data Analysis in High Energy Physics
Jun13

Data Analysis in High Energy Physics

Data Analysis in High Energy Physics. Omar Andres Zapata Mesa Abstract: CERN (European Center for Nuclear Research) is the largest laboratory in fundamental particles in the world, the LHC (Large Hadron Collider) is a particle collider where was discovered the Higgs particle and it can produce more 25GB / s and it has a network of computers (grid) in 34 countries with over 250K cores and 150PB storage. The LHC experiments face one of...

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