Challenges and directions

13/01/2019 - 12:00
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Deep learning has become one of the leading methods of machine learning, with significant breakthroughs in the the domains of computer vision and speech recognition, among others. In this talk, I will describe some major obstacles, such as computation time and adversarial attacks, and present a number of possible directions we are taking to overcome these challenges.