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Gradient boosting
Known as:
Gradient Boosted Regression Trees
, TreeBoost
, Gradient boosted trees
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Gradient boosting is a machine learning technique for regression and classification problems, which produces a prediction model in the form of an…
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Related topics
Related topics
25 relations
AdaBoost
Boosting (machine learning)
Decision stump
Decision tree
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Review
2015
Review
2015
CONSTRAINING THE LIFETIME AND OPENING ANGLE OF QUASARS USING FLUORESCENT Lyα EMISSION: THE CASE OF Q0420–388
E. Borisova
,
S. Lilly
,
S. Cantalupo
,
J. Prochaska
,
Olivera Rakic
,
G. Worseck
2015
Corpus ID: 118744811
A toy model is developed to understand how the spatial distribution of fluorescent emitters in the vicinity of bright quasars…
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2014
2014
Object Recognition in 3D Point Cloud of Urban Street Scene
Pouria Babahajiani
,
Lixin Fan
,
M. Gabbouj
ACCV Workshops
2014
Corpus ID: 14312195
In this paper we present a novel street scene semantic recognition framework, which takes advantage of 3D point clouds captured…
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2014
2014
Boosted event topologies from TeV scale light quark composite partners
M. Backovic
,
T. Flacke
,
Jeong Han Kim
,
Seung J. Lee
2014
Corpus ID: 53446343
A bstractWe propose a new search strategy for quark partners which decay into a boosted Higgs and a light quark. As an example…
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2013
2013
Boosted dibosons from mixed heavy top squarks
D. Ghosh
2013
Corpus ID: 118576967
The lighter mass eigenstate ($$\widetilde{t}_1$$) of the two top squarks, the scalar superpartners of the top quark, is extremely…
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2011
2011
Goldstini can give the Higgs a boost
J. Thaler
,
Zoe Talbott Thomas
2011
Corpus ID: 51840101
Supersymmetric collider phenomenology depends crucially on whether the lightest observable-sector supersymmetric particle (LOSP…
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2011
2011
Multi-level wordline driver for low power SRAMs in nano-scale CMOS technology
F. Moradi
,
G. Panagopoulos
,
+4 authors
K. Roy
ICCD
2011
Corpus ID: 11302637
In this paper, a multi-level wordline driver scheme is presented to improve SRAM read and write stability while lowering power…
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2009
2009
Boosted perturbations at the end of inflation
I. Zaballa
,
M. Sasaki
2009
Corpus ID: 119285652
We study the effect on the primordial cosmological perturbations of a sharp transition from inflationary to a radiation and…
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Highly Cited
2007
Highly Cited
2007
Figure-ground segmentation using a hierarchical conditional random field
Jordan Reynolds
,
Kevin P. Murphy
Canadian Conference on Computer and Robot Vision
2007
Corpus ID: 1676517
We propose an approach to the problem of detecting and segmenting generic object classes that combines three "off the shelf…
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2006
2006
Distinguishing the Forest from the TREES: A Comparison of Tree Based Data Mining Methods
R. Derrig
,
Louise A. Francis
2006
Corpus ID: 1706893
In recent years a number of "data mining" approaches for modeling data containing nonlinear and other complex dependencies have…
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2003
2003
Boosted ECOC ensembles for face recognition
T. Windeatt
,
G. Ardeshir
2003
Corpus ID: 58282571
The error correcting output coding (ECOC) approach to classifier design decomposes a multi-class problem into a set of…
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