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- W4300607364 abstract "We consider the problem of converting offline estimators into an online predictor or estimator with small extra regret. Formally this is the problem of merging a collection of probability measures over strings of length 1,2,3,... into a single probability measure over infinite sequences. We describe various approaches and their pros and cons on various examples. As a side-result we give an elementary non-heuristic purely combinatoric derivation of Turing's famous estimator. Our main technical contribution is to determine the computational complexity of online estimators with good guarantees in general." @default.
- W4300607364 created "2022-10-03" @default.
- W4300607364 creator A5073944062 @default.
- W4300607364 date "2014-07-11" @default.
- W4300607364 modified "2023-10-18" @default.
- W4300607364 title "Offline to Online Conversion" @default.
- W4300607364 doi "https://doi.org/10.48550/arxiv.1407.3334" @default.
- W4300607364 hasPublicationYear "2014" @default.
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