| Qsparse-local-SGD: Distributed SGD with quantization, sparsification and local computations D Basu, D Data, C Karakus, S Diggavi Advances in Neural Information Processing Systems 32, 2019 | 347 | 2019 |
| Qsparse-local-SGD: Distributed SGD with quantization, sparsification, and local computations D Basu, D Data, C Karakus, SN Diggavi IEEE Journal on Selected Areas in Information Theory 1 (1), 217-226, 2020 | 82 | 2020 |
| Computerized detection and semantic characterization of trends in digital media content P Gupta, NVSSK Chaitanya, D Basu, A Ojha US Patent 10,515,379, 2019 | 10 | 2019 |
| Coralstyleclip: Co-optimized region and layer selection for image editing A Revanur, D Basu, S Agrawal, D Agarwal, D Pai Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 5 | 2023 |
| SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics S Ravindran, D Basu Proceedings of the IEEE/CVF International Conference on Computer Vision, 723-733, 2023 | 3 | 2023 |
| On shapley credit allocation for interpretability D Basu arXiv preprint arXiv:2012.05506, 2020 | 2 | 2020 |
| Qsparse-local-SGD: Communication efficient distributed SGD with quantization, sparsification, and local computations DD Basu University of California, Los Angeles, 2019 | 2 | 2019 |
| Generating weighted contextual themes to guide unsupervised keyphrase relevance models DD Basu, S Venkitachalam, V Khuc, D Pai US Patent App. 17/653,414, 2023 | 1 | 2023 |
| Determining feature impact within machine learning models using prototypes across analytical spaces D Pai, J Sweetkind-Singer, D Basu US Patent 11,580,420, 2023 | 1 | 2023 |
| Quantifying and improving the performance of computation-based classifiers DD Basu, GS Mallya, S Venkitachalam, D Pai US Patent App. 17/203,300, 2022 | 1 | 2022 |
| Prototype-based machine learning reasoning interpretation D Pai, DD Basu, JA Sweetkind-Singer US Patent 11,610,085, 2023 | | 2023 |
| Heuristic Prototype Selection for Regression D Basu, D Pai, J Sweetkind-Singer | | 2020 |
| Qsparse-local-SGD: Communication Efficient Distributed SGD with Quantization D Basu | | 2019 |
| Revisiting How to Focus: Triplet Attention for Joint Entity and Relation Extraction D Basu, M Macha, D Pai | | |
| 2020 Index IEEE Journal on Selected Areas in Information Theory Vol. D Abdelhadi, J Acharya, S Ahn, TY Al-Naffouri, M Aldridge, M Allaix, ... | | |
Can KarakusSenior Applied Scientist, Amazon Web ServicesVerified email at amazon.com
