1 | -- | 0 | Haixun Wang. Letter from the Editor-in-Chief |
2 | -- | 0 | Sebastian Schelter. Letter from the Special Issue Editor |
3 | -- | 10 | Tim Kraska, Umar Farooq Minhas, Thomas Neumann 0001, Olga Papaemmanouil, Jignesh M. Patel, Christopher Ré, Michael Stonebraker. ML-In-Databases: Assessment and Prognosis |
11 | -- | 23 | Cédric Renggli, Luka Rimanic, Nezihe Merve Gürel, Bojan Karlas, Wentao Wu 0001, Ce Zhang 0001. A Data Quality-Driven View of MLOps |
24 | -- | 41 | Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu 0002. From Cleaning before ML to Cleaning for ML |
42 | -- | 50 | Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.. Validating Data and Models in Continuous ML Pipelines |
51 | -- | 65 | Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt 0002. Automated Data Validation in Machine Learning Systems |
66 | -- | 78 | Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran. Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time |
79 | -- | 91 | Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo. Responsible AI Challenges in End-to-end Machine Learning |