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Debraj Basu 0001

Debraj Debashish Basu

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affiliation: Adobe, Inc., San Jose, CA, USA
affiliation (PhD 2019): University of California, Department of Electrical and Computer Engineering, Los Angeles, CA, USA

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2019
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Debraj Debashish Basu:
Qsparse-local-SGD: Communication Efficient Distributed SGD with Quantization, Sparsification, and Local Computations. University of California, Los Angeles, USA, 2019

Journal Articles

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2020
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Debraj Basu, Deepesh Data, Can Karakus, Suhas N. Diggavi:
Qsparse-Local-SGD: Distributed SGD With Quantization, Sparsification, and Local Computations. IEEE J. Sel. Areas Inf. Theory 1(1): 217-226 (2020)

Conference and Workshop Papers

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2023
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Sriram Ravindran, Debraj Basu:
Sempart: Self-supervised Multi-resolution Partitioning of Image Semantics. ICCV 2023: 723-733
2019
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Debraj Basu, Deepesh Data, Can Karakus, Suhas N. Diggavi:
Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations. NeurIPS 2019: 14668-14679

Informal and Other Publications

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2023
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Sriram Ravindran, Debraj Basu:
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics. CoRR abs/2309.10972 (2023)
2019
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Debraj Basu, Deepesh Data, Can Karakus, Suhas N. Diggavi:
Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations. CoRR abs/1906.02367 (2019)

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