| End-to-end optimization of machine learning prediction queries K Park, K Saur, D Banda, R Sen, M Interlandi, K Karanasos Proceedings of the 2022 International Conference on Management of Data, 587-601, 2022 | 33 | 2022 |
| Query processing on tensor computation runtimes D He, S Nakandala, D Banda, R Sen, K Saur, K Park, C Curino, ... arXiv preprint arXiv:2203.01877, 2022 | 23 | 2022 |
| Seagull: An infrastructure for load prediction and optimized resource allocation O Poppe, T Amuneke, D Banda, A De, A Green, M Knoertzer, ... arXiv preprint arXiv:2009.12922, 2020 | 22* | 2020 |
| Share the tensor tea: how databases can leverage the machine learning ecosystem Y Asada, V Fu, A Gandhi, A Gemawat, L Zhang, D He, V Gupta, ... arXiv preprint arXiv:2209.04579, 2022 | 11 | 2022 |
| Large-scale intelligent microservices M Hamilton, N Gonsalves, C Lee, A Raman, B Walsh, S Prasad, D Banda, ... 2020 IEEE International Conference on Big Data (Big Data), 298-309, 2020 | 9 | 2020 |
| Deep video-to-video transformations for accessibility with an application to photosensitivity A Barbu, D Banda, B Katz Pattern Recognition Letters 137, 99-107, 2020 | 9 | 2020 |
| Schema matching using pre-trained language models Y Zhang, A Floratou, J Cahoon, S Krishnan, AC Müller, D Banda, ... 2023 IEEE 39th International Conference on Data Engineering (ICDE), 1558-1571, 2023 | 6 | 2023 |
| Computer method and apparatus making screens safe for those with photosensitivity A Barbu, D Banda, B Katz US Patent 11,381,715, 2022 | 5 | 2022 |
| Lights, camera, action! a framework to improve nlp accuracy over ocr documents A Gupte, A Romanov, S Mantravadi, D Banda, J Liu, R Khan, LR Meenal, ... arXiv preprint arXiv:2108.02899, 2021 | 4 | 2021 |
| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales M Hamilton, S Raghunathan, I Matiach, A Schonhoffer, A Raman, ... arXiv preprint arXiv:1810.08744 344, 2018 | 4 | 2018 |
| Deep video-to-video transformations for accessibility applications DH Banda Massachusetts Institute of Technology, 2018 | 1 | 2018 |
| System and method for semantic aware data science A Floratou, AC Mueller, DH Banda, JY Cahoon, A Gruenheid, N Godwal US Patent App. 18/396,972, 2024 | | 2024 |
| Method and system for extending query processing with differentiable operators M Interlandi, AS Gandhi, Y Asada, A Gemawat, VR Fu, L Zhang, R Sen, ... US Patent App. 17/963,809, 2024 | | 2024 |
| System and method for semantic aware data science A Floratou, AC Mueller, DH Banda, JY Cahoon, A Gruenheid, N Godwal US Patent 11,900,085, 2024 | | 2024 |
| Linguistic schema mapping via semi-supervised learning A Floratou, JY Cahoon, SV Krishnan, AC Mueller, DH Banda, F Psallidas, ... US Patent App. 17/827,688, 2023 | | 2023 |
| Method and system for query processing over tensor runtimes M Interlandi, K Karanasos, D He, DH Banda, JC RODRIGUEZ, R Sen, ... US Patent App. 17/587,952, 2023 | | 2023 |
