Concepedia

Amrit Singh Bedi

AS

Statistics

Publications

24

Citations

697

H-Index

16

Active since

2015

Affiliations

Indian Institute of Technology Kanpur(Current)

DEVCOM Army Research Laboratory

Purdue University West Lafayette

University of Oulu

Princeton University

Amrit Singh Bedi is an author at Indian Institute of Technology Kanpur specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDistributed LearningMathematical ProgrammingData ScienceFederated LearningComputer EngineeringArtificial IntelligenceStochastic Optimization

Publications per year

2015–2023

24

Publications

24

Online Learning With Inexact Proximal Online Gradient Descent Algorithms

Rishabh Dixit, Amrit Singh Bedi, Ruchi Tripathi et al. · IEEE Transactions on Signal Processing · 2019 · 106 citations · Full text

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning

Anis Elgabli, Jihong Park, Amrit Singh Bedi et al. · IEEE Transactions on Communications · 2020 · 51 citations

Engineering, Machine Learning, Quantized Stochastic Gadmm +16

On the Possibilities of AI-Generated Text Detection

Souradip Chakraborty, Amrit Singh Bedi, Sicheng Zhu et al. · arXiv (Cornell University) · 2023 · 50 citations · Full text

Artificial Intelligence, Engineering, Large Language Model +20

GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning

Anis Elgabli, Jihong Park, Amrit Singh Bedi et al. · arXiv (Cornell University) · 2019 · 49 citations · Full text

Cluster Computing, Engineering, Machine Learning +17

Asynchronous and Parallel Distributed Pose Graph Optimization

Yulun Tian, Alec Koppel, Amrit Singh Bedi et al. · IEEE Robotics and Automation Letters · 2020 · 44 citations · Full text

Engineering, Field Robotics, Network Analysis +18

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