Unsupervised Bias Evaluation of DNNs in non-IID Federated Learning Through Latent micro-Manifolds.
Ilias SiniosoglouVasileios ArgyriouThomas LagkasIoannis D. MoscholiosGeorge F. FragulisPanagiotis G. SarigiannidisPublished in: INFOCOM Workshops (2022)
Keyphrases
- unsupervised learning
- learning algorithm
- supervised learning
- learning systems
- learning tasks
- learning process
- prior knowledge
- active learning
- latent variable models
- deep architectures
- information retrieval
- sample selection bias
- weakly supervised
- inductive inference
- online learning
- distributed systems
- principal component analysis
- semi supervised