Bayesian Multitask Learning with Latent Hierarchies

A Bayesian analysis of some nonparametric problems

T.S. Ferguson · 1973

Earlier work this paper cites.

On the genealogy of large populations

J. F. C. Kingman · 1982

Earlier work this paper cites.

Multitask learning: A knowledge-based source of inductive bias

R. Caruana · 1997

Earlier work this paper cites.

Bayesian Data Analysis

A. Gelman, J. Carlin, H. Stern, and D. Rubin · 2004

Earlier work this paper cites.

A machine learning approach to conjoint analysis

O. Chapelle and Z. Harchaoui · 2005

Earlier work this paper cites.

Learning Gaussian processes from multiple tasks

Original

K. Yu, V. Tresp, and A. Schwaighofer · 2005

Earlier work this paper cites.

Analysis of representations for domain adaptation

S. Ben-David, J. Blitzer, K. Crammer, and F. Pereira · 2006

Cited alongside, same era.

Domain adaptation with structural correspondence learning

J. Blitzer, R. McDonald, and F. Pereira · 2006

Cited alongside, same era.

Constructing information priors using transfer learning

R. Raina, A. Ng, and D. Koller · 2006

Cited alongside, same era.

Discriminative learning for differing training and test distributions

S. Bickel, M. Bruckner, and T. Scheffer · 2007

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Biographies, bollywood, boom-boxes, and blenders: Domain adaptation for sentiment classification

J. Blitzer, M. Dredze, and F. Pereira · 2007

Cited alongside, same era.

Frustratingly easy domain adaptation

H. Daumé III · 2007

Later among the works it cites.

Bayesian agglomerative clustering with coalescents

Y.W. Teh, H. Daumé III, and D. Roy · 2007

Later among the works it cites.

Multi-task learning for classification with Dirichlet process priors

Y. Xue, X. Liao, L. Carin, and B. Krishnapuram · 2007

Later among the works it cites.

Online methods for multi-domain learning and adaptation

M. Dredze and K. Crammer · 2008

Later among the works it cites.

The matrix stick-breaking process: flexible Bayes meta analysis

D. Dunson, Y. Xue, and L. Carin · 2008

Later among the works it cites.