September 2, 2020

[D] criticism of the tsne algorithm

https://distill.pub/2016/misread-tsne/ I read this article over here in which the perceived advantages of the tsne algorithm are heavily scrutinized – one of the main one being: […]
September 3, 2020

[D] How would you tune or roughly tune hyperparameters of models with small dataset?

Lets say you have a small somewhat noisy dataset of like 100 data points and not too many features (~20 features) and you want to train […]
September 3, 2020

[N] SimCLR and self-supervised learning with PyTorch Lightning video series

Excited to share a new video series covering SimCLR and self-supervised learning, with William Falcon and Ananya Harsh Jha. In this series, we cover in details: […]
September 3, 2020

[R] Can AI Reimagine City Configuration and Automate Urban Planning?

In the recent paper Reimagining City Configuration: Automated Urban Planning via Adversarial Learning, two University of Central Florida (UCF) PhD students specializing in spatiotemporal data mining, […]