no code implementations • 7 Dec 2023 • Montgomery Gole, Williams-Paul Nwadiugwu, Andriy Miranskyy
In the zero-shot case, one of GPT-4 models yields an accuracy of 0. 70 and $F_1$-score of 0. 75.
1 code implementation • 10 Jan 2022 • Mushahid Khan, Jean Paul Latyr Faye, Udson C. Mendes, Andriy Miranskyy
For five datasets, we demonstrate that training an ML classification model using EP-PQM requires 48% to 77% fewer qubits than P-PQM for datasets with $a>2$.
1 code implementation • 21 Aug 2021 • Janusan Baskararajah, Lei Zhang, Andriy Miranskyy
The Software Engineering (SE) community is prolific, making it challenging for experts to keep up with the flood of new papers and for neophytes to enter the field.
1 code implementation • 12 Feb 2021 • Jared Rand, Andriy Miranskyy
We create a tool that generates synthetic Apache log records which we used to train recurrent-neural-network-based MT models.
Ranked #1 on Machine Translation on V_A (trained on T_H)
no code implementations • 21 Oct 2020 • Mohammad Saiful Islam, William Pourmajidi, Lei Zhang, John Steinbacher, Tony Erwin, Andriy Miranskyy
Cloud computing is ubiquitous: more and more companies are moving the workloads into the Cloud.
no code implementations • 18 May 2020 • Mohammad Saiful Islam, Andriy Miranskyy
Cloud platforms, under the hood, consist of a complex inter-connected stack of hardware and software components.
1 code implementation • 8 Mar 2019 • Lei Zhang, Sean Howard, Tom Montpool, Jessica Moore, Krittika Mahajan, Andriy Miranskyy
To mitigate these concerns, we would like to bring software engineering best practices into data science.
Databases Software Engineering Applications