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Benjamin Sauk
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Linear Least Squares
Feature Selection And Classification
Approximation Guarantees
Ink Bleed
Top Venues
Ann. Math. Artif. Intell.
CoRR
SN Comput. Sci.
Optim. Methods Softw.
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Publications
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Benjamin Sauk
,
Nikolaos V. Sahinidis
Hyperparameter autotuning of programs with HybridTuner.
Ann. Math. Artif. Intell.
91 (2) (2023)
Benjamin Sauk
,
Nikolaos V. Sahinidis
HybridTuner: Tuning with Hybrid Derivative-Free Optimization Initialization Strategies.
LION
(2021)
Benjamin Sauk
,
Nikolaos V. Sahinidis
Backward Stepwise Elimination: Approximation Guarantee, a Batched GPU Algorithm, and Empirical Investigation.
SN Comput. Sci.
2 (5) (2021)
Owais Sarwar
,
Benjamin Sauk
,
Nikolaos V. Sahinidis
A Discussion on Practical Considerations with Sparse Regression Methodologies.
CoRR
(2020)
Benjamin Sauk
,
Nikolaos Ploskas
,
Nikolaos V. Sahinidis
GPU parameter tuning for tall and skinny dense linear least squares problems.
Optim. Methods Softw.
35 (3) (2020)