2 papers
cs.CV2026
TinyBayes: Closed-Form Bayesian Inference via Jacobi Prior for Real-Time Image Classification on Edge Devices
Shouvik Sardar, Sourish Das
Cocoa (Theobroma cacao) is a critical cash crop for millions of smallholder farmers in West Africa, where Cocoa Swollen Shoot Virus Disease (CSSVD) and anthracnose cause devastatin…
stat.ME2026
Jacobi Prior: An Alternative Bayesian Method for Supervised Learning
Sourish Das, Shouvik Sardar
The Jacobi prior offers an alternative Bayesian framework, designed to achieve superior computational efficiency without compromising predictive performance. Compared to widely use…