5 citations · 8 across the 3 of their papers we have counts for
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cs.LG2010★ 5 cited
Prediction with Expert Advice under Discounted Loss
Alexey Chernov, Fedor Zhdanov
We study prediction with expert advice in the setting where the losses are accumulated with some discounting---the impact of old losses may gradually vanish. We generalize the Aggr…
cs.LG2010★ 1 cited
Supermartingales in Prediction with Expert Advice
Alexey Chernov, Yuri Kalnishkan, Fedor Zhdanov +1
We apply the method of defensive forecasting, based on the use of game-theoretic supermartingales, to prediction with expert advice. In the traditional setting of a countable numbe…
cs.LG2010★ 2 cited
Aggregating Algorithm competing with Banach lattices
Fedor Zhdanov, Alexey Chernov, Yuri Kalnishkan
The paper deals with on-line regression settings with signals belonging to a Banach lattice. Our algorithms work in a semi-online setting where all the inputs are known in advance…