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Seankala t1_isrzhkb wrote

You're not going to find theory-dense papers at major ML conferences. Most of the reviewers don't bother going through them and people usually find theory boring compared to "super duper cool" architectures that lead to 0.1% increase in performance. Like the top comment said, COLT is a good place to start.

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tfburns t1_ist5iie wrote

>COLT is a good place to start.

Although it basically limited to optimization/stats, not math.

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