49 citations · 98 across the 7 of their papers we have counts for
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cs.IT2021
Sketching and Sequence Alignment: A Rate-Distortion Perspective
Ilan Shomorony, Govinda M. Kamath
Pairwise alignment of DNA sequencing data is a ubiquitous task in bioinformatics and typically represents a heavy computational burden. A standard approach to speed up this task is…
stat.ML2021★ 4 cited
Knowledge Distillation as Semiparametric Inference
Tri Dao, Govinda M Kamath, Vasilis Syrgkanis +1
A popular approach to model compression is to train an inexpensive student model to mimic the class probabilities of a highly accurate but cumbersome teacher model. Surprisingly, t…