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I am a researcher in the department of Computer Science and Information Systems at Birkbeck, University of London. My primary focus is on Deep Learning, Machine Learning Ensemble techniques and optimisation with Stochastic Gradient Descent. I am particularly interested in how speed improvements in the optimisation method can enable faster research on Ensembles of Deep Learning methods, ultimately allowing for Ensembles that are aware of the underlying Deep Learning method. I call these "Second Generation Ensembles". You will find all my publications, papers and materials linked here.

If you are after my recent talk on Fast, Scalable Deep Learning Ensembles at Udacity UK's machine learning meetup, you can find a recording here

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