The state‐of‐the‐art in predictive visual analytics Y Lu, R Garcia, B Hansen, M Gleicher, R Maciejewski Computer Graphics Forum 36 (3), 539-562, 2017 | 113 | 2017 |
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning S Shankar, R Garcia, JM Hellerstein, AG Parameswaran Proceedings of the ACM on Human-Computer Interaction 8 (CSCW1), 2024 | 46* | 2024 |
Context: The Missing Piece in the Machine Learning Lifecycle R Garcia, V Sreekanti, N Yadwadkar, D Crankshaw, JE Gonzalez, ... KDD Common Model Infrastructure Workshop 114, 2018 | 46 | 2018 |
A Visual Analytics Framework for Exploring Theme Park Dynamics M Steptoe, R Krüger, R Garcia, X Liang, R Maciejewski ACM Transactions on Interactive Intelligent Systems 8 (1), 2018 | 18* | 2018 |
Hindsight Logging for Model Training R Garcia, E Liu, V Sreekanti, B Yan, A Dandamudi, JE Gonzalez, ... The VLDB Journal 14 (4), 682-693, 2021 | 11 | 2021 |
Interactive Lab Notebooks for Robotics Researchers R Garcia arXiv preprint arXiv:2405.08200, 2024 | | 2024 |
FlorDB: Multiversion Hindsight Logging for Continuous Training R Garcia, A Dandamudi, G Matute, L Wan, J Gonzalez, JM Hellerstein, ... arXiv preprint arXiv:2310.07898, 2023 | | 2023 |
BuDDI: A Declarative Bloom Language for CALM Programming R Garcia, G Guidi arXiv preprint arXiv:2109.08192, 2021 | | 2021 |