2 papers
cs.CR2026
A Maximum Entropy Implementation of Differential Privacy Under Linear Invariants
Ryan Lafferty, Anindya Roy
Differential privacy is the standard for ensuring data privacy and is widely used in major data publications, including reporting results from the U.S. decennial census. Common imp…
stat.ME2025
Conic Sparsity: Estimation of Regression Parameters in Closed Convex Polyhedral Cones
Neha Agarwala, Arkaprava Roy, Anindya Roy
Statistical problems often involve linear equality and inequality constraints on model parameters. Direct estimation of parameters restricted to general polyhedral cones, particula…