39 citations · 158 across the 36 of their papers we have counts for
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stat.ML2018★ 4 cited
Deep Determinantal Point Processes
Mike Gartrell, Elvis Dohmatob, Jon Alberdi
Determinantal point processes (DPPs) have attracted significant attention as an elegant model that is able to capture the balance between quality and diversity within sets. DPPs ar…
stat.ML2018★ 32 cited
Generalized No Free Lunch Theorem for Adversarial Robustness
Elvis Dohmatob
This manuscript presents some new impossibility results on adversarial robustness in machine learning, a very important yet largely open problem. We show that if conditioned on a c…