Concepedia

Avishek Ghosh

AG

7

Publications

366

Citations

7

H-Index

2017

Active since

Affiliations

University of California, Berkeley(Current)

University of California San Diego

Avishek Ghosh is an author at University of California, Berkeley specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData MiningData ScienceCluster ComputingFederated LearningKnowledge DiscoveryDistributed LearningArtificial Intelligence

Publications per year

2017–2023

7

Publications

7

Robust Federated Learning in a Heterogeneous Environment

Avishek Ghosh, Justin Hong, Dong Yin et al. · arXiv (Cornell University) · 2019 · 150 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +15

An Efficient Framework for Clustered Federated Learning

Avishek Ghosh, Jichan Chung, Dong Yin et al. · IEEE Transactions on Information Theory · 2022 · 120 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +12

Understanding and control of Zener pinning via phase field and ensemble learning

Sukriti Manna, Henry Chan, Avishek Ghosh et al. · Computational Materials Science · 2023 · 39 citations · Full text

Phase Field, Applied Physics, Ensemble Learning +1

Communication Efficient Distributed Approximate Newton Method

Avishek Ghosh, Raj Kumar Maity, Arya Mazumdar et al. · 2020 · 19 citations

Numerical Analysis, Mathematical Programming, Engineering +16

Misspecified Linear Bandits

Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 16 citations · Full text

Engineering, Machine Learning, Stochastic Optimization +11

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