2 papers
cs.LG2026
Mask2Cause: Causal Discovery via Adjacency Constrained Causal Attention
Omar Muhammad, Pasupuleti Dhruv Shivkant, Deepak N. Subramani
Leveraging deep learning for causal discovery in time series remains challenging because existing neural methods predominantly rely on component-wise architectures that fail to cap…
cs.CE2026
Online Learning of Strategic Defense against Ecological Adversaries under Partial Observability with Semi-Bandit Feedback
Anjali Purathekandy, Deepak N. Subramani
We introduce an online learning algorithm for computing adaptive resource allocation policies against strategic ecological adversaries with unknown behavioral models and partial ob…