Sanghamitra Dutta - Concepedia

Author

Sanghamitra Dutta

Carnegie Mellon University ORCID

Also Known As

Dutta, Sanghamitra, Sanghamitra Dutta

Publications

849

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University Pennsylvania State University IBM (United States)

About

Sanghamitra Dutta is an author at Carnegie Mellon University specializing in engineering, computer science, and algorithmic fairness.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	337
2	Law	1	1	10
3	Management	1	1	48
4	Medicine	1	1	19
5	Behavioral Sciences	1	1	48

Sanghamitra Dutta

Publications

626

Citations

H-Index

Page 1

	Year	Citations
“Short-Dot”: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover IEEE Transactions on Information Theory EngineeringDistributed AlgorithmsCommunication ComplexityComputational ComplexityShort Dot Products	2019	231
"Short-Dot": Computing Large Linear Transforms Distributedly Using Coded\n Short Dot Products Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover arXiv (Cornell University)	2017	115
On the optimal recovery threshold of coded matrix multiplication Mohammad Fahim, Haewon Jeong, Farzin Haddadpour,	2017	84
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing Sanghamitra Dutta, Dennis Wei, Hazar Yueksel, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningBehavioral Decision MakingData Science	2019	48
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD Sanghamitra Dutta, Gauri Joshi, Soumyadip Ghosh, arXiv (Cornell University) EngineeringMachine LearningDistributed AlgorithmsActual Training RuntimeComputer Architecture	2018	27
Addressing Unreliability in Emerging Devices and Non-von Neumann Architectures Using Coded Computing Sanghamitra Dutta, Haewon Jeong, Yaoqing Yang, Proceedings of the IEEE	2020	22
Development of a Robust CNN Model for Mango Leaf Disease Detection and Classification: A Precision Agriculture Approach Amit Kumar Pathak, Ponkaj Saikia, Sanghamitra Dutta, ACS Agricultural Science & Technology	2024	21
Coded convolution for parallel and distributed computing within a deadline Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover	2017	20
An Information-Theoretic Quantification of Discrimination with Exempt Features Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringDiscriminationDiscrimination LawExempt FeaturesCausal Inference	2020	19
A Survey on the Robustness of Feature Importance and Counterfactual\n Explanations Saumitra Mishra, Sanghamitra Dutta, Jason Long, arXiv (Cornell University)	2021	17

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