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Fernando Moreno-Pino

PhD Student at Universidad Carlos III de Madrid

I am a PhD Student in Machine Learning at the Signal Processing Group of the Universidad Carlos III de Madrid under the supervision of Prof. Dr. Antonio Artés-Rodríguez. Currently, I'm working as a Visiting Researcher at the Oxford Man Institute of Quantitative Finance at University of Oxford.

Research Interests

At the moment, I am highly interested on time-series related problems, as volatility forecasting in financial markets. Previously, I have worked with heterogeneous models in high dimensional data for the problem of Human Activity Recognition (HAR). Also, I have been working lately on autoregressive models that marry signal processing techniques with deep-learning approaches. For the application of these models, one of the data sources for my research is the Alpha Vantage Stock Market API.


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