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Columbia Data Science Institute

Events for September 22, 2017

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Data Science Institute Colloquium Series Event: What Can Deep Learning Learn from Linear Regression

OPEN TO ALL ABSTRACT When training large-scale deep neural networks for pattern recognition, hundreds of hours on clusters of GPUs are required to achieve state-of-the-art performance. Improved optimization algorithms could potentially enable faster industrial prototyping and make training contemporary models more accessible. In this talk, I will attempt to distill the key difficulties in optimizing […]

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