Rachel A. Brower-Sinning

According to our database, Rachel A. Brower-Sinning authored at least 6 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Quality Model for Machine Learning Components.

Grace A. Lewis, Rachel A. Brower-Sinning, Robert Edman, Ipek Ozkaya, Sebastián Echeverría, Alex Derr, Collin Beaudoin, Katherine R. Maffey

CoRR, February, 2026

2024

Using Quality Attribute Scenarios for ML Model Test Case Generation.

Rachel A. Brower-Sinning, Grace A. Lewis, Sebastián Echeverría, Ipek Ozkaya

Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

2023

Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs.

Chenyang Yang, Rishabh Rustogi, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Capabilities for Better ML Engineering.

Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Data Leakage in Notebooks: Static Detection and Better Processes.

Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2007

Regulatory Circuit of Human MicroRNA Biogenesis.

Ji Lee, Zhihua Li, Rachel A. Brower-Sinning, Bino John

PLoS Comput. Biol., 2007