Lifted Neural Networks. - Armin Askari; Geoffrey Négiar; Rajiv Sambharya; Laurent El Ghaoui (CoRR, 2018)

End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization. - Rajiv Sambharya; Georgina Hall; Brandon Amos; Bartolomeo Stellato (L4DC, 2023)

Data-Driven Performance Guarantees for Classical and Learned Optimizers. - Rajiv Sambharya; Bartolomeo Stellato (CoRR, 2024)

Learning Algorithm Hyperparameters for Fast Parametric Convex Optimization. - Rajiv Sambharya; Bartolomeo Stellato (CoRR, 2024)

Learning to Warm-Start Fixed-Point Optimization Algorithms. - Rajiv Sambharya; Georgina Hall; Brandon Amos; Bartolomeo Stellato (J. Mach. Learn. Res., 2024)