3 papers
math.OC2025
Generative AI on Wall Street -- Opportunities and Risk Controls
Jackie Shen
We give an overview on the emerging applications of GenAI in the financial industry, especially within investment banks. Inherent to these exciting opportunities is a new realm of…
cs.LG2021
Bucketed PCA Neural Networks with Neurons Mirroring Signals
Jackie Shen
The bucketed PCA neural network (PCA-NN) with transforms is developed here in an effort to benchmark deep neural networks (DNN's), for problems on supervised classification. Most c…
q-bio.PE2006
Cucker-Smale Flocking under Hierarchical Leadership
Jackie, Shen
A mathematical theory on flocking serves the foundation for several ubiquitous multi-agent phenomena in biology, ecology, sensor networks, economy, as well as social behavior like…