2 papers
cs.LG2026
Embedded Variational Neural Stochastic Differential Equations for Learning Heterogeneous Dynamics
Sandeep Kumar Samota, Reema Gupta, Snehashish Chakraverty
This study examines the challenges of modeling complex and noisy data related to socioeconomic factors over time, with a focus on data from various districts in Odisha, India. Trad…
math.DS2026
Neural Ordinary Differential Equations for Modeling Socio-Economic Dynamics
Sandeep Kumar Samota, Snehashish Chakraverty, Narayan Sethi
Poverty is a complex dynamic challenge that cannot be adequately captured using predefined differential equations. Nowadays, artificial machine learning (ML) methods have demonstra…