Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra S Li, L Chen, A Kumar Proceedings of the 2019 International Conference on Management of Data, 2019 | 41 | 2019 |
Cerebro: A Layered Data Platform for Scalable Deep Learning A Kumar, S Nakandala, Y Zhang, S Li, A Gemawat, K Nagrecha CIDR, 2021 | 30 | 2021 |
SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data V Shah, S Li, A Kumar, L Saul Proceedings of the 2020 International Conference on Management of Data, 2020 | 14 | 2020 |
Towards an Optimized GROUP BY Abstraction for Large-Scale Machine Learning S Li, A Kumar Proceedings of the VLDB Endowment 14 (11), 2327, 2021 | 9 | 2021 |
Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data V Shah, S Li, K Yang, A Kumar, L Saul Proceedings of the 2019 International Conference on Management of Data, 2019 | 8 | 2019 |
MorpheusPy: Factorized Machine Learning with NumPy S Li, A Kumar Technical Report, 2018 | 5* | 2018 |
MorpheusFlow: a case study of learning over joins with TensorFlow S Li, A Kumar Technical Report, 2018 | 1 | 2018 |
Grouped Learning: Group-By Model Selection Workloads S Li Proceedings of the 2021 International Conference on Management of Data, 2899 …, 2021 | | 2021 |
A Novel Gateway for Visual Exploratory Analysis and Sharing of Survey Data TW Ilya Zaslavsky, Side Li, Stephan Lamont, David Valentine The 11th Gateway Computing Environments Conference, 2016 | | 2016 |