2 papers
cs.LG2025
Synthesizing Diverse Network Flow Datasets with Scalable Dynamic Multigraph Generation
Arya Grayeli, Vipin Swarup, Steven E. Noel
Obtaining real-world network datasets is often challenging because of privacy, security, and computational constraints. In the absence of such datasets, graph generative models bec…
cs.LG2024
Symbolic Regression with a Learned Concept Library
Arya Grayeli, Atharva Sehgal, Omar Costilla-Reyes +2
We present a novel method for symbolic regression (SR), the task of searching for compact programmatic hypotheses that best explain a dataset. The problem is commonly solved using…