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Debraj Basu
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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
3192019
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
712020
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
82019
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
42023
On shapley credit allocation for interpretability
D Basu
arXiv preprint arXiv:2012.05506, 2020
22020
Qsparse-local-SGD: Communication efficient distributed SGD with quantization, sparsification, and local computations
DD Basu
University of California, Los Angeles, 2019
22019
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
12023
Quantifying and improving the performance of computation-based classifiers
DD Basu, GS Mallya, S Venkitachalam, D Pai
US Patent App. 17/203,300, 2022
12022
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
2023
Prototype-based machine learning reasoning interpretation
D Pai, DD Basu, JA Sweetkind-Singer
US Patent 11,610,085, 2023
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
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, ...
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