Essays about: "Pulasthi Raveen Bandara Harasgama"

Found 1 essay containing the words Pulasthi Raveen Bandara Harasgama.

1. 1. Cluster selection for Clustered Federated Learning using Min-wise Independent Permutations and Word Embeddings

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Pulasthi Raveen Bandara Harasgama; [2022]
   Keywords : Federated learning; Distributed machine learning; Clustering; Word Embeddings; Federerad inlärning; Distribuerad maskininlärning; Klustring; Ordinbäddningar;

   Abstract : Federated learning is a widely established modern machine learning methodology where training is done directly on the client device with local client data and the local training results are shared to compute a global model. Federated learning emerged as a result of data ownership and the privacy concerns of traditional machine learning methodologies where data is collected and trained at a central location. READ MORE