July 31, 2020

[P] Neural ODEs as continuous neural network layers

Hello everyone! I wrote a piece on how to use neural ODEs to build continuous neural network layers, which have some very interesting properties compared to […]
August 1, 2020

[D] Initial samples for active learning

Hello, I'am currently working on active learning paper. I use entropy, random, etc for base line. I run 5 experiments for each methods. And I initialize […]
August 1, 2020

[Discussion] How does the supply chain of the machine learning framework look like?

I am currently doing research on the software supply chain. To be more specific, for example, for TensorFlow, its supply chain has multiple layers: the core […]
August 1, 2020

[D] Production ML pipeline for many low-frequency models?

I'm currently trying to create a service that allows people to fine-tune a NLP model (about 500MB) for their own similar but personalised use-cases. I've got […]