Are key-foreign key joins safe to avoid when learning high-capacity classifiers? V Shah, A Kumar, X Zhu VLDB, 2018 | 28 | 2018 |
Towards benchmarking feature type inference for automl platforms V Shah, J Lacanlale, P Kumar, K Yang, A Kumar Proceedings of the 2021 International Conference on Management of Data, 1584 …, 2021 | 22 | 2021 |
The ML data prep zoo: Towards semi-automatic data preparation for ML V Shah, A Kumar Proceedings of the 3rd International Workshop on Data Management for End-to …, 2019 | 21 | 2019 |
SpeakQL: towards speech-driven multi-modal querying D Chandarana, V Shah, A Kumar, L Saul Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 1-6, 2017 | 15 | 2017 |
SpeakQL: towards speech-driven multimodal querying of structured data V Shah, S Li, A Kumar, L Saul Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 13 | 2020 |
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, 2001 …, 2019 | 8 | 2019 |
GitHub's big data adaptor: an eclipse plugin AS Badashian, V Shah, E Stroulia Proceedings of the 25th Annual International Conference on Computer Science …, 2015 | 6* | 2015 |
Improving Feature Type Inference Accuracy of TFDV with SortingHat V Shah, K Yang, A Kumar Corpus ID 235273771, 1-7, 2020 | 4 | 2020 |
How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses V Shah, T Parashos, A Kumar VLDB, 2024 | | 2024 |
Simplifying Data Preparation for Machine Learning on Tabular Data V Shah University of California, San Diego, 2022 | | 2022 |
Speech based structured querying A Kumar, V Shah, D Chandarana US Patent 11,086,937, 2021 | | 2021 |
SpeakQL: Towards Speech-driven Multimodal Querying V Shah Proceedings of the 2019 International Conference on Management of Data, 1847 …, 2019 | | 2019 |
Stop That Join! Discarding Dimension Tables when Learning High Capacity Classifiers V Shah, A Kumar, X Zhu CoRR, 2017 | | 2017 |
Text Based Rating Prediction on Yelp Dataset O Gupta, S Ravindran, V Shah | | |
Towards Semi-Automatic ML Feature Type Inference V Shah, P Kumar, K Yang, A Kumar | | |