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检索条件"主题词=aggregating algorithm"
23 条 记 录,以下是21-30 订阅
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Online aggregation of probability forecasts with confidence
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PATTERN RECOGNITION 2022年 121卷 108193-108193页
作者: V'yugin, Vladimir Trunov, Vladimir Russian Acad Sci Inst Informat Transmiss Problems Bolshoi Karetnyi Per 19GSP 4 Moscow 127994 Russia
The paper presents numerical experiments and some theoretical developments in prediction with expert advice (PEA). One experiment deals with predicting electricity consumption depending on temperature and uses real da... 详细信息
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Online allocation with risk information
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IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2006年 第8期E89D卷 2340-2347页
作者: Harada, Shigeaki Takimoto, Eiji Maruoka, Akira Tohoku Univ Grad Sch Informat Sci Sendai Miyagi 9808579 Japan
We consider the problem of dynamically apportioning resources among a set of options in a worst-case online framework. The model we investigate is a generalization of the well studied online learning model. In particu... 详细信息
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The geometry and calculus of losses
The Journal of Machine Learning Research
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The Journal of Machine Learning Research 2023年 第1期24卷 16341-16412页
作者: Robert C. Williamson Zac Cranko University of Tübingen and Tübingen AI Center Germany Sydney Australia
Statistical decision problems lie at the heart of statistical machine learning. The simplest problems are multiclass classification and class probability estimation. Central to their definition is the choice of loss f... 详细信息
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