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  Underspecification Presents Challenges for Credibility in Modern Machine Learning

  • 8 users
  • arxiv.org
  • テクノロジー
  • 2020/11/10

  ML models often exhibit unexpectedly poor behavior when they are deployed in real-world domains. We identify underspecification as a key reason for these failures. An ML pipeline is underspecified when it can return many predictors with equivalently strong held-out performance in the training domain. Underspecification is common in modern ML pipelines, such as those based on deep learning. Predict

  • 機械学習
  • google
  • あとで読む
• あとで読む

  Nodes for Integrity and Credibility in Blockchain

  • 3 users
  • www.ejable.com
  • テクノロジー
  • 2023/10/31

  Blockchain is the combination of a decentralized and distributed database, or in non-technical terms, a distributed ledger containing a registry of transactions distributed among peers or fellow participants in the network. The blocks of the blockchain, which are not physical entities, contain this transaction. What are Nodes in a Blockchain? Let’s take a practical example of the accounting depart