Debugging Machine Learning Pipelines

11 February 2020

Papers citing "Debugging Machine Learning Pipelines"

4 / 4 papers shown

Title
Interpretable Data-Based Explanations for Fairness Debugging Romila Pradhan Jiongli Zhu Boris Glavic Babak Salimi 10 53 0 17 Dec 2021
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance Jack W. Stokes P. England K. Kane AAML 11 14 0 20 May 2021
Explanation-Based Human Debugging of NLP Models: A Survey Piyawat Lertvittayakumjorn Francesca Toni LRM 35 79 0 30 Apr 2021
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines Zhaojing Luo Sai-Ho Yeung Meihui Zhang Kaiping Zheng Lei Zhu Gang Chen Feiyi Fan Qian Lin K. Ngiam Beng Chin Ooi 29 29 0 17 Oct 2020