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 × France
1 × Germany
1 × Italy
1 × United Kingdom
2 × Canada
6 × USA
Collaborated with:
K.Yu S.Yu H.Kriegel Z.Xu X.Xu A.Schwaighofer M.Nickel J.Bi Y.Huang X.Jiang A.Rettinger M.Bundschus A.Bauer-Mehren L.I.Furlong M.Wu J.Wang
Talks about:
learn (6) relat (4) inform (3) multi (3) model (3) collabor (2) bayesian (2) process (2) machin (2) filter (2)

Person: Volker Tresp

DBLP DBLP: Tresp:Volker

Contributed to:

ICML 20112011
KDIR 20112011
CIKM 20102010
ICML 20092009
ICML 20072007
ICML 20062006
KDD 20062006
ICML 20052005
SIGIR 20052005
SIGIR 20042004
ECIR 20032003
CIKM 20022002
KDD 20002000

Wrote 16 papers:

ICML-2011-NickelTK #learning #multi
A Three-Way Model for Collective Learning on Multi-Relational Data (MN, VT, HPK), pp. 809–816.
KDIR-2011-TrespHJR #modelling #relational #visual notation
Graphical Models for Relations — Modeling Relational Context (VT, YH, XJ, AR), pp. 114–120.
CIKM-2010-BundschusBTFK #case study #information management
Digging for knowledge with information extraction: a case study on human gene-disease associations (MB, ABM, VT, LIF, HPK), pp. 1845–1848.
ICML-2009-TrespY #dependence #learning #summary #tutorial
Tutorial summary: Learning with dependencies between several response variables (VT, KY), p. 14.
ICML-2007-YuTY #learning #multi #robust
Robust multi-task learning with t-processes (SY, VT, KY), pp. 1103–1110.
ICML-2006-YuBT #design #learning
Active learning via transductive experimental design (KY, JB, VT), pp. 1081–1088.
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.
ICML-2005-YuTS #learning #multi #process
Learning Gaussian processes from multiple tasks (KY, VT, AS), pp. 1012–1019.
SIGIR-2005-YuYT #multi #semantics
Multi-label informed latent semantic indexing (KY, SY, VT), pp. 258–265.
SIGIR-2004-YuTY #framework #information management #parametricity
A nonparametric hierarchical bayesian framework for information filtering (KY, VT, SY), pp. 353–360.
ECIR-2003-XuXYT #approach #hybrid #retrieval
A Hybrid Relevance-Feedback Approach to Text Retrieval (ZX, XX, KY, VT), pp. 281–293.
ECIR-2003-XuYTXW #classification #using
Representative Sampling for Text Classification Using Support Vector Machines (ZX, KY, VT, XX, JW), pp. 393–407.
CIKM-2002-YuXSTK #collaboration #consistency #in memory #nondeterminism
Removing redundancy and inconsistency in memory-based collaborative filtering (KY, XX, AS, VT, HPK), pp. 52–59.
The generalized Bayesian committee machine (VT), pp. 130–139.

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.