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As a result, at Open AI engineers and researchers work closely together to build these large systems as opposed to a strict researcher/engineer split.

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She has received a Presidential Early Career Award for Scientists and Engineers (PECASE), been named a Distinguished Scientist of the Association for Computing Machinery (ACM) and a Fellow of the Society for Industrial and Applied Mathematics (SIAM).In the second we look at teaching a neural network to draw with strokes.This will be a high-level overview talk with no need for knowledge of AI or Machine Learning. Kolda is a member of the Data Science and Cyber Analytics Department at Sandia National Laboratories in Livermore, CA.Before Magenta, Doug led the Google Play Music search and recommendation team.From 2003 to 2010 Doug was faculty at the University of Montreal’s MILA Machine Learning lab, where he worked on expressive music performance and automatic tagging of music audio.We present new deep learning architectures that preserve the multi-dimensional information in data end-to-end.

We show that tensor contractions and regression layers are an effective replacement for fully connected layers in deep learning architectures.

Jonas leads technology development for Open AI’s robotics group, developing methods to apply machine learning and AI to robots.

He also helped build the infrastructure to scale Open AI’s distributed ML systems to thousands of machines.

Anima Anandkumar is a principal scientist at Amazon Web Services and a Bren professor at Caltech CMS department.

Her research interests are in the areas of large-scale machine learning, non-convex optimization and high-dimensional statistics.

In particular, she has been spearheading the development and analysis of tensor algorithms.