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Javed O; Singh P; Reger G; Toor S

To test, or not to test: A proactive approach for deciding complete performance test initiation Conference

2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022.

Abstract | Links | BibTeX | Tags: Classification, Software, Unsupervised Learning

Ekmefjord M; Ait-Mlouk A; Alawadi S; Åkesson M; Singh P; Spjuth O; Toor S; Hellander A

Scalable federated machine learning with fedn Proceedings Article

In: 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid), pp. 555–564, IEEE 2022.

Links | BibTeX | Tags: Federated Learning, Software

Javed O; Singh P; Reger G; Toor S

To test, or not to test: A proactive approach for deciding complete performance test initiation Journal Article

In: arXiv preprint arXiv:2205.14749, 2022.

Links | BibTeX | Tags: Software, Unsupervised Learning

Jiang R; Jacob B; Geiger M; Matthew S; Rumsey B; Singh P; Wrede F; Yi T; Drawert B; Hellander A; others

Epidemiological modeling in stochss live! Journal Article

In: Bioinformatics, vol. 37, no. 17, pp. 2787–2788, 2021.

Links | BibTeX | Tags: Bayesian Inference, Software

Singh P; Wrede F; Hellander A

Scalable machine learning-assisted model exploration and inference using Sciope Journal Article

In: Bioinformatics, vol. 37, no. 2, pp. 279–281, 2021.

Links | BibTeX | Tags: Bayesian Inference, Deep Learning, Inverse Problem, Optimization, Software, Surrogate Modeling