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Kaushik RoyProfessor of Electrical and Computer Engineering, Purdue UniversityGeverifieerd e-mailadres voor purdue.edu
Priyadarshini (Priya) PandaAssistant Professor, Electrical Engineering, Yale UniversityGeverifieerd e-mailadres voor yale.edu
Sangamesh KodgeNanoelectronics Resarch Lab and C-BRIC, Purdue UniversityGeverifieerd e-mailadres voor purdue.edu
Joycee MekieIIT GANDHINAGARGeverifieerd e-mailadres voor iitgn.ac.in
Abolfazl HashemiAssistant Professor of ECE, Purdue UniversityGeverifieerd e-mailadres voor purdue.edu
Sourjya RoyResearch Assistant(PhD) at ISL at Purdue University (CBRIC,COCOSYS)Geverifieerd e-mailadres voor purdue.edu
Anand RaghunathanSilicon Valley Chair Professor of Electrical and Computer Engineering, Purdue UniversityGeverifieerd e-mailadres voor purdue.edu
Huimei ChengUniversity of Southern CaliforniaGeverifieerd e-mailadres voor usc.edu
Peter BeerelProfessor of Electrical and Computer Engineering, USCGeverifieerd e-mailadres voor usc.edu
Sakshi ChoudharyPurdue UniversityGeverifieerd e-mailadres voor purdue.edu
Gobinda SahaElectrical and Computer Engineering, Purdue UniversityGeverifieerd e-mailadres voor purdue.edu
Deepak RavikumarPurdue UniversityGeverifieerd e-mailadres voor purdue.edu
Timur IbrayevPurdue UniversityGeverifieerd e-mailadres voor purdue.edu
Amitangshu MukherjeePurdue UniversityGeverifieerd e-mailadres voor purdue.edu
Jan RabaeyProfessor of EECS, University of California at BerkeleyGeverifieerd e-mailadres voor berkeley.edu

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Sai Aparna Aketi

Central Applied Science @ Meta

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Machine Learning Federated Learning


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Toward scalable, efficient, and accurate deep spiking neural networks with backward residual connections, stochastic softmax, and hybridization P Panda, SA Aketi, K Roy Frontiers in Neuroscience 14, 653, 2020	144	2020
Gradual Channel Pruning while Training using Feature Relevance Scores for Convolutional Neural Networks SA Aketi, S Roy, A Raghunathan, K Roy IEEE Access 8, 171924-171932, 2020	30	2020
Low precision decentralized distributed training over IID and non-IID data SA Aketi, S Kodge, K Roy Neural Networks 155, 451-460, 2022	13	2022
Single-error hardened and multiple-error tolerant guarded dual modular redundancy technique SA Aketi, J Mekie, H Shah 2018 31st International Conference on VLSI Design and 2018 17th …, 2018	13	2018
Global update tracking: A decentralized learning algorithm for heterogeneous data SA Aketi, A Hashemi, K Roy Advances in neural information processing systems 36, 48939-48961, 2023	12	2023
Sparse-push: Communication-& energy-efficient decentralized distributed learning over directed & time-varying graphs with non-iid datasets SA Aketi, A Singh, J Rabaey arXiv preprint arXiv:2102.05715, 2021	11	2021
SERAD: Soft Error Resilient Asynchronous Design using a Bundled Data Protocol SA Aketi, S Gupta, H Cheng, J Mekie, PA Beerel IEEE Transactions on Circuits and Systems I: Regular Papers 67 (5), 1667 - 1677, 2020	11	2020
Neighborhood Gradient Clustering: An Efficient Decentralized Learning Method for Non-IID Data SA Aketi, S Kodge, K Roy Federated Learning and Analytics in Practice: Algorithms, Systems …, 0	5*
Homogenizing non-IID datasets via in-distribution knowledge distillation for decentralized learning D Ravikumar, G Saha, SA Aketi, K Roy arXiv preprint arXiv:2304.04326, 2023	4	2023
Neighborhood gradient mean: An efficient decentralized learning method for non-iid data SA Aketi, S Kodge, K Roy Transactions on Machine Learning Research, 2023	4	2023
CoDeC: Communication-Efficient Decentralized Continual Learning S Choudhary, SA Aketi, G Saha, K Roy Transactions on Machine Learning Research, 2024	3	2024
Towards Two-Stream Foveation-based Active Vision Learning T Ibrayev, A Mukherjee, SA Aketi, K Roy IEEE Transactions on Cognitive and Developmental Systems, 2024	1	2024
Relevant-features based Auxiliary Cells for Energy Efficient Detection of Natural Errors SA Aketi, P Panda, K Roy arXiv preprint arXiv:2002.11052, 2020	1	2020
SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data S Choudhary, SA Aketi, K Roy arXiv preprint arXiv:2405.13961, 2024		2024
AdaGossip: Adaptive Consensus Step-size for Decentralized Deep Learning with Communication Compression SA Aketi, A Hashemi, K Roy arXiv preprint arXiv:2404.05919, 2024		2024
Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data SA Aketi, S Choudhary, K Roy arXiv preprint arXiv:2403.03292, 2024		2024
Efficient Decentralized Learning Methods for Deep Neural Networks SA Aketi Purdue University, 2024		2024
Cross-feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data SA Aketi, K Roy Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024		2024

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