Genomics has revolutionized biology, enabling the interrogation of
whole transcriptomes, genome-wide binding sites for proteins, and
many other molecular processes. However, individual genomic assays
measure elements that interact in vivo as...
Few-shot classification, the task of adapting a classifier to
unseen classes given a small labeled dataset, is an important step
on the path toward human-like machine learning. I will present some
of the key advances in this area, and will then...