Programming with Neural Surrogates of Programs accepted at Onward! 2021 .
DiffTune: Optimizing CPU Simulator Parameters with learned Differentiable Surrogates accepted at MICRO 2020 .
I'm spending the summer at OctoML , working on reducing training time for neural network approximations.