Fred K

نویسنده

  • Fred K. Gruber
چکیده

Machine Learning, Signal Processing, and Data Analyst Accomplished research scientist with over 5 year of academic experience as well as 4 years of industry experience developing and implementing algorithms for extracting and making sense of different type of data. My expertise goes beyond the usual machine learning topics to include:  logistic regression, Neural Networks, Support Vector Machine, Genetic Algorithms, Sparse stacked autoencoders  statistical signal processing (random processes, optimal filters, Bayesian estimation)  inverse problem theory (regularized least square solutions, pseudoinverse),  sparse coding (sparse reconstruction, dictionary learning), and  simulation and modeling (discrete event simulation, statistical modeling).

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تاریخ انتشار 2013