BibSLEIGH corpus
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Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
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Travelled to:
1 × Brazil
1 × Germany
2 × Canada
2 × United Kingdom
5 × USA
Collaborated with:
K.Yu V.Tresp H.Kriegel V.C.Raykar M.Wu M.Chi X.He B.Krishnapuram S.Ji L.Tang J.Ye B.Schölkopf D.Cai J.Wen W.Ma M.Liu L.Lu X.Ye H.Huang Z.Xu G.Fung R.Rosales S.Krishnan R.B.Rao C.Dehing-Oberije P.Lambin L.H.Zhao A.K.Jerebko C.Florin G.H.Valadez L.Bogoni L.Moy
Talks about:
learn (4) multi (3) label (3) nonparametr (2) supervis (2) regress (2) classif (2) analysi (2) inform (2) model (2)

Person: Shipeng Yu

DBLP DBLP: Yu:Shipeng

Contributed to:

CIKM 20112011
CIKM 20102010
KDD 20102010
ICML 20092009
KDD 20082008
ICML 20072007
ICML 20062006
KDD 20062006
ICML 20052005
SIGIR 20052005
SIGIR 20042004

Wrote 14 papers:

CIKM-2011-LuLYYH #classification #modelling #parametricity
Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis (ML, LL, XY, SY, HH), pp. 2509–2512.
Mixture model label propagation (MC, XH, SY), pp. 1889–1892.
KDD-2010-RaykarKY #classification #design #performance #trade-off
Designing efficient cascaded classifiers: tradeoff between accuracy and cost (VCR, BK, SY), pp. 853–860.
ICML-2009-RaykarYZJFVBM #learning #multi #trust
Supervised learning from multiple experts: whom to trust when everyone lies a bit (VCR, SY, LHZ, AKJ, CF, GHV, LB, LM), pp. 889–896.
KDD-2008-JiTYY #classification #multi
Extracting shared subspace for multi-label classification (SJ, LT, SY, JY), pp. 381–389.
KDD-2008-YuFRKRDL #analysis #privacy
Privacy-preserving cox regression for survival analysis (SY, GF, RR, SK, RBR, CDO, PL), pp. 1034–1042.
ICML-2007-WuYYS #learning
Local learning projections (MW, KY, SY, BS), pp. 1039–1046.
ICML-2007-YuTY #learning #multi #robust
Robust multi-task learning with t-processes (SY, VT, KY), pp. 1103–1110.
ICML-2006-YuYTK #collaboration
Collaborative ordinal regression (SY, KY, VT, HPK), pp. 1089–1096.
KDD-2006-YuYTKW #analysis #component #probability
Supervised probabilistic principal component analysis (SY, KY, VT, HPK, MW), pp. 464–473.
ICML-2005-XuTYYK #learning #relational
Dirichlet enhanced relational learning (ZX, VT, KY, SY, HPK), pp. 1004–1011.
SIGIR-2005-YuYT #multi #semantics
Multi-label informed latent semantic indexing (KY, SY, VT), pp. 258–265.
SIGIR-2004-CaiYWM #web
Block-based web search (DC, SY, JRW, WYM), pp. 456–463.
SIGIR-2004-YuTY #framework #information management #parametricity
A nonparametric hierarchical bayesian framework for information filtering (KY, VT, SY), pp. 353–360.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.