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    Novel Results Considered Harmful
    August 1, 2018
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    Introduction

    Ravi Adve from University of Toronto graciously invited me to give a 
    public lecture...

    The university’s facilities were fantastic, and Ravi did a wonderful \
    job organizing everything. The audience was engaging...

    Many thanks again to Ravi and University of Toronto for hosting me. 
    Below are some main points from my slides along with brief thoughts on each.

    The slides are also available for download.

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Article summary: don't overdesign your machine learning application to get a few percent improvement at the cost of orders of magnitude higher operating cost. You may now skip reading the article.