Additive Gaussian Processes

Generalized linear models

J.A. Nelder and R.W.M. Wedderburn · 1972

Earlier work this paper cites.

Updating quasi-newton matrices with limited storage

J. Nocedal · 1980

Earlier work this paper cites.

Generalized additive models

T.J. Hastie and R.J. Tibshirani · 1990

Earlier work this paper cites.

Spline models for observational data

G. Wahba · 1990

Earlier work this paper cites.

Symmetric functions and Hall polynomials

I.G. Macdonald · 1998

Earlier work this paper cites.

Statistical learning theory

V.N. Vapnik · 1998

Cited alongside, same era.

Accuracy versus interpretability in flexible modeling: Implementing a tradeoff using Gaussian process models

T.A. Plate · 1999

Cited alongside, same era.

Support vector regression with ANOVA decomposition kernels

M. Stitson, A. Gammerman, V. Vapnik, V. Vovk, C. Watkins, and J. Weston · 1999

Cited alongside, same era.

Enumerative combinatorics

R.P. Stanley · 2001

Cited alongside, same era.

Expectation propagation for approximate Bayesian inference

T.P. Minka · 2001

Cited alongside, same era.

Gaussian Processes for Machine Learning

C.E. Rasmussen and CKI Williams · 2006

Later among the works it cites.

The curse of highly variable functions for local kernel machines

Y. Bengio, O. Delalleau, and N. Le Roux · 2006

Later among the works it cites.

High-dimensional non-linear variable selection through hierarchical kernel learning

Original

Francis Bach · 2009

Later among the works it cites.

Bayesian localized multiple kernel learning

M. Christoudias, R. Urtasun, and T. Darrell · 2009

Later among the works it cites.

Bayesian functional anova modeling using Gaussian process prior distributions

C.G. Kaufman and S.R. Sain · 2010

Later among the works it cites.