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Latest News for May 11th, 2018

Learning from big but finite data: From neural networks to linear dynamical systems

While the amount of data that we store and consume is consistently growing, the similar trend is visible in the scale of the modern machine learning (ML) algorithms. Fueled by big data, these algorithms use many parameters to capture the intricate latent structure in the data. Hence, data continues to fuel the success of machine...