11 citations · 30 across the 6 of their papers we have counts for
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cs.LG2021★ 3 cited
MLDev: Data Science Experiment Automation and Reproducibility Software
Anton Khritankov, Nikita Pershin, Nikita Ukhov +1
In this paper we explore the challenges of automating experiments in data science. We propose an extensible experiment model as a foundation for integration of different open sourc…
cs.LG2021★ 9 cited
Analysis of hidden feedback loops in continuous machine learning systems
Anton Khritankov
In this concept paper, we discuss intricacies of specifying and verifying the quality of continuous and lifelong learning artificial intelligence systems as they interact with and…