44 citations · 238 across the 35 of their papers we have counts for
Showing 2012 · cs.LGShow all
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cs.LG2012★ 10 cited
Reducing statistical time-series problems to binary classification
Daniil Ryabko, Jérémie Mary
We show how binary classification methods developed to work on i.i.d. data can be used for solving statistical problems that are seemingly unrelated to classification and concern h…
cs.LG2012★ 32 cited
Regret Bounds for Restless Markov Bandits
Ronald Ortner, Daniil Ryabko, Peter Auer +1
We consider the restless Markov bandit problem, in which the state of each arm evolves according to a Markov process independently of the learner's actions. We suggest an algorithm…