A Discussion on Practical Considerations with Sparse Regression Methodologies. - Owais Sarwar; Benjamin Sauk; Nikolaos V. Sahinidis (CoRR, 2020)

GPU parameter tuning for tall and skinny dense linear least squares problems. - Benjamin Sauk; Nikolaos Ploskas; Nikolaos V. Sahinidis (Optim. Methods Softw., 2020)

HybridTuner: Tuning with Hybrid Derivative-Free Optimization Initialization Strategies. - Benjamin Sauk; Nikolaos V. Sahinidis (LION, 2021)

Backward Stepwise Elimination: Approximation Guarantee, a Batched GPU Algorithm, and Empirical Investigation. - Benjamin Sauk; Nikolaos V. Sahinidis (SN Comput. Sci., 2021)

Hyperparameter autotuning of programs with HybridTuner. - Benjamin Sauk; Nikolaos V. Sahinidis (Ann. Math. Artif. Intell., 2023)