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DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets Supplementary Material

Neural Information Processing Systems

Chen et al. [2022] proves that in such a binary-classification problem, an MoE layer converges to an Proof: We will prove this by contradiction. Thus, we show that vanilla MoE does not guarantee convergence with mixture of datasets.

  artificial intelligence, dataset-aware mixture-of-expert, machine learning, (11 more...)
  Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

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DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets Supplementary Material

Neural Information Processing Systems

Chen et al. [2022] proves that in such a binary-classification problem, an MoE layer converges to an Proof: We will prove this by contradiction. Thus, we show that vanilla MoE does not guarantee convergence with mixture of datasets.

  artificial intelligence, dataset-aware mixture-of-expert, machine learning, (11 more...)
  Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

Add feedback