Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling

no code implementations • 12 Sep 2022 • Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh

However, in healthcare where the number of contributing institutions are likely not of a colossal scale, computing exact SVs is still exorbitantly expensive, but not impossible.

Data Valuation Federated Learning