2 papers
stat.ME2026
Leveraging heterogeneity for identifiability: Bayesian order-based learning of multiple DAGs
Hyunwoong Chang, Fariha Taskin
We propose a joint order-based scoring framework for causal structure learning of directed acyclic graph (DAG) models under heterogeneous data settings. We show that leveraging het…
stat.AP2025
Automated lag-selection for multi-step univariate time series forecast using Bayesian Optimization: Forecast station-wise monthly rainfall of nine divisional cities of Bangladesh
Rezoanoor Rahman, Fariha Taskin
Rainfall is an essential hydrological component, and most of the economic activities of an agrarian country like Bangladesh depend on rainfall. An accurate rainfall forecast can he…