Stephen P. Boyd

8 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-8353-6000

Publications

• A Distributed Method for Fitting Laplacian Regularized Stratified Models — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Real-Time Radiation Treatment Planning with Optimality Guarantees via Cluster and Bound Methods — INFORMS Journal on Computing 2019
• SnapVX: A Network-Based Convex Optimization Solver — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Saturating Splines and Feature Selection — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• CVXPY: A Python-Embedded Modeling Language for Convex Optimization — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression — Journal of Machine Learning Research 2007 (name-matched, not ORCID-linked)
• Digital Circuit Optimization via Geometric Programming — Operations Research 2005