`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: Tresp:Volker

### Contributed to:

### 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.
- KDD-2000-Tresp
- The generalized Bayesian committee machine (VT), pp. 130–139.