1 citations · 1 across the 3 of their papers we have counts for
7 papers
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…
Mitigating Financial Risk from Climate-Induced Agricultural Price Volatility
Sourish Das, Sudeep Shukla, Abbinav Sankar Kailasam +3
Agricultural price volatility, driven by market dynamics and meteorological factors such as temperature and precipitation, poses challenges for sustainable finance, planning, and p…
Arctic teleconnection on climate and ozone pollution in the polar jet stream path of eastern US
K Shuvo Bakar, Sourish Das, Sudeep Shukla +1
Arctic sea-ice loss is a defining feature of climate change and offers insight into its impact on mid-latitude air quality. Here, we investigate how variability in Arctic sea-ice e…
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…
The Impact of Meteorological Factors on Crop Price Volatility in India: Case studies of Soybean and Brinjal
Ashok Kumar, Abbinav Sankar Kailasam, Anish Rai +4
Climate is an evolving complex system with dynamic interactions and non-linear feedback mechanisms, shaping environmental and socio-economic outcomes. Crop production is highly sen…
Predicting Stock Market Crash with Bayesian Generalised Pareto Regression
Sourish Das
This paper develops a Bayesian Generalised Pareto Regression (GPR) model to forecast extreme losses in Indian equity markets, with a focus on the Nifty 50 index. Extreme negative r…