2021 journal article
Whence to Learn? Transferring Knowledge in Configurable Systems Using BEETLE
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING.
By: R. Krishna, V. Nair, P. Jamshidi & T. Menzies
2019 journal article
"Sampling" as a Baseline Optimizer for Search-Based Software Engineering
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 45(6), 597–614.
By: J. Chen, V. Nair, R. Krishna & T. Menzies
2018 journal article
Beyond evolutionary algorithms for search-based software engineering
Information and Software Technology, 95, 281–294.
By: J. Chen, V. Nair & T. Menzies
2018 conference paper
Data-Driven Search-based Software Engineering
2018 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR), 341–352.
By: V. Nair, A. Agrawal, J. Chen, W. Fu, G. Mathew, T. Menzies, L. Minku, M. Wagner, Z. Yu
Is One Hyperparameter Optimizer Enough?
PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON SOFTWARE ANALYTICS (SWAN'18), pp. 19–25.
By: H. Tu & V. Nair
Micky: A Cheaper Alternative for Selecting Cloud Instances
PROCEEDINGS 2018 IEEE 11TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), 409–416.
By: C. Hsu, V. Nair, T. Menzies & V. Freeh
2017 conference paper
Using bad learners to find good configurations
ESEC/FSE 2017: Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 257–267.
By: V. Nair, T. Menzies, N. Siegmund & S. Apel
2016 conference paper
An (accidental) exploration of alternatives to evolutionary algorithms for SBSE
Search based software engineering, ssbse 2016, 9962, 96–111.
By: V. Nair, T. Menzies & J. Chen
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