32 citations · 38 across the 3 of their papers we have counts for
3 papers
Leveraging genomic deep learning models for the prediction of non-coding variant effects
Pooja Kathail, Ayesha Bajwa, Nilah M. Ioannidis
Characterizing non-coding variant function remains an important challenge in human genetics. Genomic deep learning models have emerged as a promising approach to enable in silico p…
How to Color a French Flag--Biologically Inspired Algorithms for Scale-Invariant Patterning
Alberto Ancona, Ayesha Bajwa, Nancy Lynch +1
In the French flag problem, initially uncolored cells on a grid must differentiate to become blue, white or red. The goal is for the cells to color the grid as a French flag, i.e.,…
Explaining Explanations: An Overview of Interpretability of Machine Learning
Leilani H. Gilpin, David Bau, Ben Z. Yuan +3
There has recently been a surge of work in explanatory artificial intelligence (XAI). This research area tackles the important problem that complex machines and algorithms often ca…