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Zhanhong Jiang

Johnson Controls International

SCHOLARLY PAPERS

2

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105

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Scholarly Papers (2)

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1.

Dominating Set Model Aggregation for Communication-Efficient Decentralized Deep Learning

Number of pages: 37 Posted: 01 May 2023
Fateme Fotouhi, Aditya Balu, Zhanhong Jiang, Yasaman Esfandiari, Salman Jahani and Soumik Sarkar
Iowa State University, Iowa State University, Johnson Controls International, HRL Laboratories LLC, SAP Labs, LLC and Iowa State University - Department of Mechanical Engineering
Downloads 64 (924,743)

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distributed deep learning, communication-efficient, convergence rate, connected dominating set, decentralized learning

2.

Neural Pde Solvers for Irregular Domains

Number of pages: 23 Posted: 17 Apr 2023
Biswajit Khara, Ethan Herron, Aditya Balu, Chih-Hsuan Yang, Kumar Saurabh, Anushrut Jignasu, Zhanhong Jiang, Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian and Adarsh Krishnamurthy
Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Johnson Controls International, Iowa State University - Department of Mechanical Engineering, New York University (NYU) - New York University, Iowa State University and Iowa State University
Downloads 41 (1,170,409)

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Neural PDE Solvers, Immersed Methods, Error Analysis