2 papers
cs.LG2026
Assessing the Operational Viability of Foundation Models for Time Series Forecasting
Kavin Soni, Debanshu Das, Vamshi Guduguntla
Time series forecasting drives operational decisions in areas like finance, transportation, and energy. While supervised learning approaches achieve strong performance, they requir…
cs.LG2026
VALOR: Value-Aware Revenue Uplift Modeling with Treatment-Gated Representation for B2B Sales
Vamshi Guduguntla, Kavin Soni, Debanshu Das
B2B sales organizations must identify "persuadable" accounts within zero-inflated revenue distributions to optimize expensive human resource allocation. Standard uplift frameworks…