AI & Data

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  1. WE MUST ADD STRUCTURE TO DEEP LEARNING BECAUSE...

    Machine Learning Street TalkLength: 1 hour 49 minutesMachine learning & deep learning

    In briefMachine Learning Street Talk interviews Paul Lessard about Categorical Deep Learning, which uses category theory and monads to make neural network architectures more interpretable and composable. They also discuss neural networks' limits in reasoning and unbounded computation.

  2. Autonomous Intersection Management: Traffic Control for the Future

    csatc2002Length: 4 minutesSelf-driving & autonomous vehicles

    In briefA short research demo of Autonomous Intersection Management, a protocol in which self-driving cars reserve slots through an intersection instead of obeying signals or stop signs. It uses UT Austin's autonomous vehicle Marvin and a simulation to show cars crossing without stopping.