10 episodes

Listen along as we try and dissect various Machine Learning papers that just haven't got the love and attention they deserve.Twitter: https://twitter.com/underrated_mlVoting Page: https://forms.gle/97MgHvTkXgdB41TC8

Underrated ML Sara Hooker & Sean Hooker

    • Technology

Listen along as we try and dissect various Machine Learning papers that just haven't got the love and attention they deserve.Twitter: https://twitter.com/underrated_mlVoting Page: https://forms.gle/97MgHvTkXgdB41TC8

    Ari Morcos - The importance of of certain layers in DNNs

    Ari Morcos - The importance of of certain layers in DNNs

    This week we are joined by Ari Morcos. Ari is a research scientist at Facebook AI Research (FAIR) in Menlo Park working on understanding the mechanisms underlying neural network computation and function, and using these insights to build machine...

    • 57 min
    Naila Murray - Interestingness predictions and getting to grips with data privacy

    Naila Murray - Interestingness predictions and getting to grips with data privacy

    This week we are joined by Naila Murray. Naila obtained a B.Sc. in Electrical Engineering from Princeton University in 2007. In 2012, she received her PhD from the Universitat Autonoma de Barcelona, in affiliation with the Computer Vision Center. She...

    • 1 hr 8 min
    Julius Adebayo - Understanding a microprocessor and the evolution of hardware

    Julius Adebayo - Understanding a microprocessor and the evolution of hardware

    This week we are joined by Julius Adebayo. Julius is a CS PhD student at MIT, interested in safe deployment of ML based systems as it relates to privacy/security, interpretability, fairness and robustness.He is motivated by the need to ensure that ML...

    • 1 hr 10 min
    Anna Huang - Metaphor generation and ML for child welfare

    Anna Huang - Metaphor generation and ML for child welfare

    We open season two of Underrated ML with Anna Huang on the show. Anna Huang is a Research Scientist at Google Brain, working on the Magenta project. Her research focuses on designing generative models to make creating music more approachable. She is the...

    • 1 hr 13 min
    Stephen Merity - Strongly typed RNNs and morphogenesis

    Stephen Merity - Strongly typed RNNs and morphogenesis

    We conclude season one of Underrated ML by having Stephen Merity on as our guest. Stephen has worked at various institutions such as MetaMind and Salesforce ohana, Google Sydney, Freelancer.com, the Schwa Lab at the University of Sydney, the team at...

    • 1 hr 33 min
    Sebastian Ruder - Language independence and material properties

    Sebastian Ruder - Language independence and material properties

    This week we are joined by Sebastian Ruder. He is a research scientist at DeepMind, London. He has also worked at a variety of institutions such as AYLIEN, Microsoft, IBM's Extreme Blue, Google Summer of Code, and SAP. These experiences were completed...

    • 1 hr 34 min

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