M
Milind Desai
Researcher at Hewlett-Packard
Publications - 2
Citations - 254
Milind Desai is an academic researcher from Hewlett-Packard. The author has contributed to research in topics: Privacy law & Swarm behaviour. The author has an hindex of 2, co-authored 2 publications receiving 37 citations.
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Journal ArticleDOI
Swarm Learning for decentralized and confidential clinical machine learning.
Stefanie Warnat-Herresthal,Hartmut Schultze,K. Shastry,Sathyanarayanan Manamohan,Saikat Mukherjee,Vishesh Garg,Ravi Sarveswara,Kristian Händler,Peter Pickkers,N. Ahmad Aziz,Sofia Ktena,Florian Tran,Michael Bitzer,Stephan Ossowski,Nicolas Casadei,Christian Herr,Daniel Petersheim,Uta Behrends,Fabian Kern,Tobias Fehlmann,Philipp Schommers,Clara Lehmann,Max Augustin,Jan Rybniker,Janine Altmüller,Neha Mishra,Joana P. Bernardes,Benjamin Krämer,Lorenzo Bonaguro,Jonas Schulte-Schrepping,Elena De Domenico,Christian Siever,Michael Kraut,Milind Desai,Bruno Monnet,Maria Saridaki,Charles Siegel,Anna Drews,Melanie Nuesch-Germano,Heidi Theis,Jan Heyckendorf,Stefan Schreiber,Sarah Kim-Hellmuth,Jacob Nattermann,Dirk Skowasch,Ingo Kurth,Andreas Keller,Andreas Keller,Robert Bals,Peter Nürnberg,Olaf Rieß +50 more
TL;DR: Wang et al. as mentioned in this paper proposed Swarm Learning, a decentralized machine learning approach that unifies edge computing, blockchain-based peer-to-peer networking and coordination while maintaining confidentiality without the need for a central coordinator.
Posted ContentDOI
Swarm Learning as a privacy-preserving machine learning approach for disease classification
Stefanie Warnat-Herresthal,Hartmut Schultze,Krishna Prasad Lingadahalli Shastry,Sathyanarayanan Manamohan,Saikat Mukherjee,Vishesh Garg,Ravi Sarveswara,Kristian Haendler,Peter Pickkers,N. Ahmad Aziz,Sofia Ktena,Christian Siever,Michael Kraut,Milind Desai,Bruno Monet,Maria Saridaki,Charles Siegel,Anna Drews,Melanie Nuesch-Germano,Heidi Theis,Mihai G. Netea,Fabian J. Theis,Anna C. Aschenbrenner,Thomas Ulas,Monique M.B. Breteler,Evangelos J. Giamarellos-Bourboulis,Matthijs Kox,Matthias Becker,Sorin Cheran,Woodacre Michael S,Eng Lim Goh,Joachim L. Schultze,German Covid Omics Initiative +32 more
TL;DR: The Swarm Learning (SL) approach as mentioned in this paper is a decentralized machine learning approach that unifies edge computing, blockchain-based peer-to-peer networking and coordination as well as privacy protection without the need for a central coordinator.