2 papers
cs.AI2026
Insurance Reserve Intelligence Platform
Anugya A, Saket Mohanty, Abhilash Timmapur +1
Insurance reserve estimation is a fundamental actuarial task supporting premium pricing, solvency assessment, financial reporting, capital planning, and risk management. Classical…
cs.LG2026
Constraint-Driven Model Optimization: An Industry Framework for Selecting Compression and Acceleration Techniques in Modern Machine Learning Systems
Dhruv Shivkant, Saket Mohanty, Somya Rai +1
The rapid deployment of machine learning systems across cloud, edge, and enterprise environments has brought model optimization to the forefront of systems-engineering. Despite a r…