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Debraj Basu
Debraj Basu
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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
2252020
Deepesh Data, Can Karakus, and Suhas Diggavi. 2019. Qsparse-local-SGD: Distributed SGD with quantization, sparsification and local computations
D Basu
Advances in Neural Information Processing Systems, 14695-14706, 2019
152019
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
62019
Prototype-based machine learning reasoning interpretation
D Pai, DD Basu, JA Sweetkind-Singer
US Patent App. 16/289,520, 2020
32020
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
Determining feature impact within machine learning models using prototypes across analytical spaces
D Pai, J Sweetkind-Singer, D Basu
US Patent App. 16/253,892, 2020
12020
Quantifying and improving the performance of computation-based classifiers
DD Basu, GS Mallya, S Venkitachalam, D Pai
US Patent App. 17/203,300, 2022
2022
Heuristic Prototype Selection for Regression
D Basu, D Pai, J Sweetkind-Singer
2020
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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