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ENTITY Learning Without Independence

Learning Without Independence

PulseAugur coverage of Learning Without Independence — every cluster mentioning Learning Without Independence across labs, papers, and developer communities, ranked by signal.

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    New Bernstein Inequality Aids Machine Learning with Non-IID Data

    Researchers have developed a new self-normalized Bernstein inequality specifically for bounded functions of regenerative processes. This inequality is designed to handle data that is not independently and identically di…