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09/29/2021
Online Aggregation of Probability Forecasts with Confidence
The paper presents numerical experiments and some theoretical developmen...
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12/15/2019
Integral Mixabilty: a Tool for Efficient Online Aggregation of Functional and Probabilistic Forecasts
In this paper we extend the setting of the online prediction with expert...
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02/27/2019
Adaptive Hedging under Delayed Feedback
The article is devoted to investigating the application of hedging strat...
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02/26/2019
Online Learning with Continuous Ranked Probability Score
Probabilistic forecasts in the form of probability distributions over fu...
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08/02/2018
Online Aggregation of Unbounded Losses Using Shifting Experts with Confidence
We develop the setting of sequential prediction based on shifting expert...
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03/18/2018
Aggregating Strategies for Long-term Forecasting
The article is devoted to investigating the application of aggregating a...
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11/08/2017
Long-Term Sequential Prediction Using Expert Advice
For the prediction with expert advice setting, we consider methods to co...
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10/22/2014