Concepedia

Rudrajit Das

RD

4

Publications

75

Citations

4

H-Index

2019

Active since

Affiliations

The University of Texas at Austin(Current)

Rudrajit Das is an author at The University of Texas at Austin specializing in machine learning, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningFederated LearningDistributed LearningArtsEntropyBig Data

Publications per year

2019–2022

4

Publications

4

On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning

Abolfazl Hashemi, Anish Acharya, Rudrajit Das et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 33 citations

Gradient Descent, Engineering, Machine Learning +21

On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data

Jianyu Wang, Rudrajit Das, Gauri Joshi et al. · arXiv (Cornell University) · 2022 · 19 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +20

On the Separability of Classes with the Cross-Entropy Loss Function

Rudrajit Das, Subhasis Chaudhuri · arXiv (Cornell University) · 2019 · 13 citations · Full text

Engineering, Machine Learning, Functional Analysis +19

Faster Non-Convex Federated Learning via Global and Local Momentum

Rudrajit Das, Anish Acharya, Abolfazl Hashemi et al. · arXiv (Cornell University) · 2020 · 10 citations · Full text

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