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Researcher profile

Christos Louizos

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. DIVA: Domain Invariant Variational Autoencoder.

    2019

    We consider the problem of domain generalization, namely, how to learn representations given data from a set of domains that generalize to data from a previously unseen domain. We propose the domain invariant VAE (DIVA), …

  2. On Sampling Strategies for Spectral Model Sharding

    2024 · arXiv (Cornell University)

    The problem of heterogeneous clients in federated learning has recently drawn a lot of attention. Spectral model sharding, i.e., partitioning the model parameters into low-rank matrices based on the singular value decomposition, has been one …