Kernel Topic Models

Spatial variation

B. Matérn · 1960

Earlier work this paper cites.

Choice of basis for Laplace approximation

D.J.C. MacKay · 1998

Earlier work this paper cites.

Latent Dirichlet allocation

D.M. Blei, A.Y. Ng, and M.I. Jordan · 2003

Earlier work this paper cites.

Finding scientific topics

T.L. Griffiths and M. Steyvers · 2004

Earlier work this paper cites.

Gaussian process latent variable models for visualisation of high dimensional data

N.D. Lawrence · 2004

Earlier work this paper cites.

The author-topic model for authors and documents

M. Rosen-Zvi, T. Griffiths, M. Steyvers, and P. Smyth · 2004

Earlier work this paper cites.

Dynamic topic models

D.M. Blei and J.D. Lafferty · 2006

Cited alongside, same era.

Gaussian Processes for Machine Learning

C.E. Rasmussen and C.K.I. Williams · 2006

Cited alongside, same era.

Topics over time: a non-Markov continuous-time model of topical trends

X. Wang and A. McCallum · 2006

Cited alongside, same era.

A correlated topic model of Science

D.M. Blei and J.D. Lafferty · 2007

Cited alongside, same era.

Euclidean Embedding of Co-occurrence Data

A. Globerson, G. Chechik, F. Pereira, and N. Tishby · 2007

Cited alongside, same era.

A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation

Y.W. Teh, D. Newman, and M. Welling · 2007

Cited alongside, same era.

Topic models conditioned on arbitrary features with Dirichlet-multinomial regression

D. Mimno and A. McCallum · 2008

Later among the works it cites.

Topic models

D.M. Blei and J.D. Lafferty · 2009

Later among the works it cites.

Continuous time dynamic topic models

C. Wang, D. Blei, and D. Heckerman · 2009

Later among the works it cites.

Online learning for latent Dirichlet allocation

M. Hoffman, D. Blei, and F. Bach · 2010

Later among the works it cites.

Elliptical slice sampling

I. Murray, R.P. Adams, and D.J.C. MacKay · 2010

Later among the works it cites.

Conditional topic random fields

J. Zhu and E.P. Xing · 2010

Later among the works it cites.