Fields- 2016-2017 Machine Learning Advances and Applications Seminar

  1. Title:
    How is Machine Learning Going to Change Health Care?

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  2. Title:
    Sample-Efficient Deep Reinforcement Learning for Robotics

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  3. Title:
    3 Steps To Applying Machine Learning To Fleets Of Self-Driving Vehicles

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  4. Title:
    From Teleoperation to AGI

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  5. Title:
    Airborne Intelligence: Why birds are so good at what they do

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  6. Title:
    Generalizing convolutions for Deep Learning

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  7. Title:
    Machine Learning Quantum Physics

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  8. Title:
    Visualization for machine learning--and human learning, too

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  9. Title:
    Probabilistic Topic Models and User Behavior

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  10. Title:
    Optimizing neural networks using structured probabilistic models

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  11. Title:
    Dataset Augmentation in Feature Space

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  12. Title:
    Deep Reinforcement Learning for Robotics

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  13. Title:
    Autoregressive Generative Models with Deep Learning

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  14. Title:
    Memory and Communication in Neural Networks

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  15. Title:
    ICES: Linking data and discovery, and building a health data science agenda

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  16. Title:
    Imagia: Artificial Intelligence for medical image analysis

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  17. Title:
    Deep Genomics: Changing the course of genomic medicine

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  18. Title:
    Figure 1: The computer will see you now

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  19. Title:
    Meta: Unlocking the world’s scientific and technical insights

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  20. Title:
    Universal Schema for Representation and Reasoning from Natural Language

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