Sumanth Varambally

Discovering Latent Causal Graphs from Spatiotemporal Data

2024 · arXiv (Cornell University)

Many important phenomena in scientific fields like climate, neuroscience, and epidemiology are naturally represented as spatiotemporal gridded data with complex interactions. Inferring causal relationships from these data is a challenging problem compounded by the high …