Blar i NTNU Open på forfatter "Martins, Thiago"
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Bayesian analysis of latent Gaussian models
Martins, Thiago (Doktoravhandlinger ved NTNU, 1503-8181; 2014:249, Doctoral thesis, 2014) -
Deep Learning with emphasis on extracting information from text data
Bjormyr, Tobias Liland (Master thesis, 2016)In this thesis the Natural Language Processing (NLP) problems of predicting the negative or positive sentiment of a movie review (sentiment analysis) and Automated Essay Grading (AES) were analyzed. The data set used for ... -
Online Learning in Vowpal Wabbit
Øvestad, Thomas (Master thesis, 2015)Online learning methods for sequentially arriving data are growing in popularity. Alternative batch learning methods scale poorly and have memory constraints. The scope of this thesis is to study online learning methods ... -
Time-series predictions with Recurrent Neural Networks - Studying Recurrent Neural Networks predictions and comparing to state-of-the-art Sequential Monte Carlo methods
Finsveen, Lene (Master thesis, 2018)Recurrent Neural Networks (RNNs) have shown great success in sequence-to-sequence processing due to its ability to retain memory while incrementally processing sequence elements. It has become a fundamental algorithm for ...