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SAT: The Peculiar Origins of AutoML
In today's episode, we’re talking to Lars Kothoff about the fascinating origin story of AutoML (as he sees it), and how it emerged from the SAT community.
While talking to many of you, it became clear that this origin story is one that a lot of people have some vague sense about, but not a very concrete knowledge of so hopefully this episode can help to flesh out the narrative with greater clarity.
We'll be discussing his survey paper from 2016, "Algorithm selection for combinatorial search problems: A survey", to be found here:
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=P37OkUUAAAAJ&citation_for_view=P37OkUUAAAAJ:W7OEmFMy1HYC
As well as the original SAT-zilla paper, to be found here:
https://www.aaai.org/Papers/JAIR/Vol32/JAIR-3214.pdf
Follow Lars' work on Twitter, @larskotthoff.
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By AutoML MediaIn today's episode, we’re talking to Lars Kothoff about the fascinating origin story of AutoML (as he sees it), and how it emerged from the SAT community.
While talking to many of you, it became clear that this origin story is one that a lot of people have some vague sense about, but not a very concrete knowledge of so hopefully this episode can help to flesh out the narrative with greater clarity.
We'll be discussing his survey paper from 2016, "Algorithm selection for combinatorial search problems: A survey", to be found here:
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=P37OkUUAAAAJ&citation_for_view=P37OkUUAAAAJ:W7OEmFMy1HYC
As well as the original SAT-zilla paper, to be found here:
https://www.aaai.org/Papers/JAIR/Vol32/JAIR-3214.pdf
Follow Lars' work on Twitter, @larskotthoff.