May 20, 2020

[R] Nice principled overview of symmetries in Graph Neural Networks by Max Welling

Max Welling (one of the pioneers of Graph Neural Nets, also known for VAEs and inverse auto-regressive flows, among others) gave a talk at the MIT […]
May 20, 2020

[D] Role of final time T in neural ODEs

When applying neural ODEs, we are numerically integrating some dynamics function specified by a neural network from start time t=0 to some final time t=T. Presumably […]
May 21, 2020

[R] Speeding Up Neural Network Training with Data Echoing

Abstract: In the twilight of Moore's law, GPUs and other specialized hardware accelerators have dramatically sped up neural network training. However, earlier stages of the training […]
May 21, 2020

[D] How do you collaborate on ML Research?

I'm a recent Masters grad student working full at a lab where I work with a few part-time peers. I have limited supervision from my PI […]