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    Natural Sciences

    Data Skeptic

    The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.

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    Copyright: © Creative Commons Attribution License 3.0

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    Latest Episodes:
    Voting Mechanisms Aug 31, 2020
    Show notes

    Steven Heilman joins us to discuss his paper Designing Stable Elections.

    For a general interest article, see: https://theconversation.com/the-electoral-college-is-surprisingly-vulnerable-to-popular-vote-changes-141104

    Steven Heilman receives funding from the National Science Foundation. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author and do not necessarily reflect the views of the National Science Foundation.


    False Consensus Aug 24, 2020
    Show notes

    Sami Yousif joins us to discuss the paper The Illusion of Consensus: A Failure to Distinguish Between True and False Consensus. This work empirically explores how individuals evaluate consensus under different experimental conditions reviewing online news articles.

    More from Sami at samiyousif.org

    Link to survey mentioned by Daniel Kerrigan: https://forms.gle/TCdGem3WTUYEP31B8


    Fraud Detection in Real Time Aug 18, 2020
    Show notes

    In this solo episode, Kyle overviews the field of fraud detection with eCommerce as a use case. He discusses some of the techniques and system architectures used by companies to fight fraud with a focus on why these things need to be approached from a real-time perspective.


    Listener Survey Review Aug 11, 2020
    Show notes

    In this episode, Kyle and Linhda review the results of our recent survey. Hear all about the demographic details and how we interpret these results.


    Human Computer Interaction and Online Privacy Jul 27, 2020
    Show notes

    Moses Namara from the HATLab joins us to discuss his research into the interaction between privacy and human-computer interaction.


    Authorship Attribution of Lennon McCartney Songs Jul 20, 2020
    Show notes

    Mark Glickman joins us to discuss the paper Data in the Life: Authorship Attribution in Lennon-McCartney Songs.


    GANs Can Be Interpretable Jul 11, 2020
    Show notes

    Erik Härkönen joins us to discuss the paper GANSpace: Discovering Interpretable GAN Controls. During the interview, Kyle makes reference to this amazing interpretable GAN controls video and it's accompanying codebase found here. Erik mentions the GANspace collab notebook which is a rapid way to try these ideas out for yourself.


    Sentiment Preserving Fake Reviews Jul 06, 2020
    Show notes

    David Ifeoluwa Adelani joins us to discuss Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-based Detection.


    Interpretability Practitioners Jun 26, 2020
    Show notes

    Sungsoo Ray Hong joins us to discuss the paper Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs.


    Facial Recognition Auditing Jun 19, 2020
    Show notes

    Deb Raji joins us to discuss her recent publication Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing.


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