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Showing 1 to 3 of 3 for “"adaptive composition"”.

  1. ACTAS: Adaptive Composition and Trading with Agents for Services

    … domains, the vision of gaining flexible, adaptive service environments is based on the standardization and practical proliferation of (Semantic) Web Services, ontologies, and agents. The standards of Web Services and their Service-oriented Architectures (SOA) became the standard paradigm …

    city-london Repository record for ACTAS: Adaptive Composition and Trading with Agents for Services (opens in a new tab)

  2. Information-theoretic limitations of distributed information processing

    … computation, and statistical learning under adaptive composition. For the first two problems, we derive converse results on the Bayes risk and the computation time, respectively. For the last problem, we first study the relationship between the generalization capability of a learning …

    uiuc Repository record for Information-theoretic limitations of distributed information processing (opens in a new tab)

  3. Automated and Provable Privatization for Black-Box Processing

    … study their online versions with adversarially-adaptive composition. Concrete applications are presented, ranging from formal privacy proof for heuristic obfuscations, to privacy-preserving statistical learning, to response privacy in deep learning with vision models and large language models …

    mit Repository record for Automated and Provable Privatization for Black-Box Processing (opens in a new tab)