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20072026
most citedCatBoost: unbiased boosting with categorical features

1.1k citations

Showing 2015Show all

20 papers · 1 filter

hep-ex2015★ 493 cited

Angular analysis of the decay using $3\,\mbox{fb}^{-1}$ of integrated luminosity

LHCb collaboration, R. Aaij, C. Abellán Beteta +730

An angular analysis of the decay is presented. The dataset corresponds to an integrated luminosity of $3.0\,{\mbox{fb}^{…

cs.LG2015★ 12 cited

Large-scale probabilistic predictors with and without guarantees of validity

Vladimir Vovk, Ivan Petej, Valentina Fedorova

This paper studies theoretically and empirically a method of turning machine-learning algorithms into probabilistic predictors that automatically enjoys a property of validity (per…

hep-ex2015★ 133 cited

Measurement of forward and boson production in collisions at

LHCb collaboration, R. Aaij, C. Abellán Beteta +730

Measurements are presented of electroweak boson production using data from collisions at a centre-of-mass energy of . The analysis is…

cs.SI2015★ 10 cited

PageRank in undirected random graphs

Konstantin Avrachenkov, Arun Kadavankandy, Liudmila Ostroumova +1

PageRank has numerous applications in information retrieval, reputation systems, machine learning, and graph partitioning.In this paper, we study PageRank in undirected random grap…

math.AG2015★ 26 cited

Additive actions on toric varieties

Ivan Arzhantsev, Elena Romaskevich

By an additive action on an algebraic variety of dimension we mean a regular action with an open orbit of the commutative unipotent group $\…

hep-ex2015★ 175 cited

Measurements of prompt charm production cross-sections in collisions at

LHCb collaboration, R. Aaij, C. Abellán Beteta +724

Production cross-sections of prompt charm mesons are measured with the first data from collisions at the LHC at a centre-of-mass energy of . The data sample…