Praneeth Vepakomma

Praneeth Vepakomma

Massachusetts Institute of Technology - Cambridge / United States
Engineering & Technology / Electrical & Electronic Engineering
AD Scientific Index ID: 1418945
person_outline Praneeth Vepakomma's MOST POPULAR ARTICLES
1-) Advances and open problems in federated learningP Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...Foundations and Trends® in Machine Learning 14 (1–2), 1-210, 202125432021
2-) Split Learning for Health: Distributed Deep Learning Without Sharing Raw Patient DataP Vepakomma, O Gupta, T Swedish, R Raskar2362019
3-) Fedml: A research library and benchmark for federated machine learningC He, S Li, J So, M Zhang, H Wang, X Wang, P Vepakomma, A Singh, ...SpicyFL, NeurIPS 2020, 20204362020
4-) Detailed comparison of communication efficiency of split learning and federated learningA Singh, P Vepakomma, O Gupta, R Raskarhttps://arxiv.org/pdf/1909.09145.pdf, 2019436*2019
5-) A-Wristocracy: Deep Learning on Wrist-worn Sensing for Recognition of User Complex ActivitiesP Vepakomma, D De, SK Das, S BhansaliIEEE Body Sensor Networks Conference, 20151782015