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Researcher profile

Friedhelm Schwenker

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Class-Variational Learning With Capsule Networks for Deep Entity-Subspace Clustering

    2023 · IEEE Access

    The progression of deep clustering techniques in the recent years emphasizes the need for unsupervised representation learning methods that build lower-dimensional embeddings within expressive latent feature spaces. An important performance factor for such techniques constitutes …

  2. Dealing with Class Overlap Through Cluster-Based Sample Weighting

    2025 · Computers

    The classification performance of an inference model trained in a supervised manner depends substantially on the size and quality of the labeled training data. The characteristics of the underlying data distribution significantly impact the generalization …