Transformers with Sparse Attention for Granger Causality

Riya Mahesh, Rahul Vashisht, Chandrashekar Lakshminarayanan

Temporal causal analysis means understanding the underlying causes behind observed variables over time. Deep learning based methods such as transformers are increasingly used to ca…