2 papers
math.OC2026
CVXPY 1.9: Recent Advances in Optimization Modeling Software
William Zhang, Parth Nobel, Aryaman Jeendgar +3
CVXPY is a Python-embedded domain-specific language for convex optimization that lets users express problems in mathematical notation while the system verifies convexity and reduce…
stat.ML2026
Decomposition-Based Modular Conformal Prediction for Two-Stage Modeling
William Zhang, Saurabh Amin, Georgia Perakis
Conformal prediction offers finite-sample coverage guarantees under minimal assumptions. However, existing methods treat the entire modeling process as a black box, overlooking opp…