Analysis of social media behavior of the 2020 presidential election candidates
This blog post analyzes the tweets of the 2020 presidential candidates using Fasttext and CNN
Bidirectional Encoder Representations from Transformers (BERT)
Comparing Bidirectional Encoder Representations from Transformers (BERT) with DistilBERT and Bidirectional Gated Recurrent Unit (BGRU) for anti-social online behavior detection
SHOPPER: A Probabalistic Consumer Choice Model
Estimating shopper preferences and price elasticities in a retail grocery setting.
Big Peer Review Challenge
Application of state-of-the-art text classification techniques ELMo and ULMFiT to A Dataset of Peer Reviews (PeerRead)
Deep Learning for Survival Analysis
Credit risk analytics using deep learning survival analysis
Causal Neural Networks
Individual Treatment Effect Estimation using a Residual Neural Network Architecture