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: Yu:Shipeng
Contributed to:
20112010
2010
200920082007200620062005
20052004Wrote 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.
- CIKM-2010-ChiHY
- 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.