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Luis Da Silva

About Me

Luis Da Silva, formerly CEO and Founder at Bigvene, is a Data Scientist and Economist, passionate about using data to solve real-world problems.  He is interested in finance, businesses, reinforcement learning, and evolutionary algorithms.

Evolving Deep Neural Networks

Practical studies have proven Evolutionary Deep Learning applications to be a useful method for advancing the state of the art. Nevertheless, lots of limitations are still present in employed methods, just like the use of predefined building blocks for Neural Architecture Search and non-crossover nor mutation used in Evolutionary Deep Learning. Also, it is noticeable that Evolutionary Algorithms are seen as black-box optimization methods and thus they provide little understanding of why the performance is high. Further research will decide the future of Evolutionary Algorithms in Deep Learning.

The Harvard Innovation Lab

Made in Boston @

The Harvard Innovation Lab

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