Research graph
References from Kernels for Vector-Valued Functions: A Review. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2011 · External reference
Unresolved reference
2009 · External reference
Unresolved reference
2009 · External reference
Convex multi-task feature learning
10.1007/s10994-007-5040-8 · 2008 · External reference
An algorithm for transfer learning in a heterogeneous environment
2008 · External reference
Theory of reproducing kernels
10.1090/s0002-9947-1950-0051437-7 · 1950 · External reference
Unresolved reference
2011 · External reference
Blackbox kriging: spatial prediction without specifying variogram models
10.2307/1400521 · 1996 · External reference
Predicting vehicle crashworthiness: Validation of computer models for functional and hierarchical data
10.1198/jasa.2009.ap06623 · 2009 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2008 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2005 · External reference
A dynamic process convolution approach to modeling ambient particulate matter concentrations
10.1002/env.852 · 2008 · External reference
Some topics in convolution-based spatial modeling
2007 · External reference
Universal kernels for multi-task learning
2008 · External reference
Vector valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem
2006 · External reference
Multitask learning
10.1023/a:1007379606734 · 1997 · External reference
Unresolved reference
2010 · External reference
Unresolved reference
2009 · External reference
Bayesian emulation of complex multi-output and dynamic computer models
10.1016/j.jspi.2009.08.006 · 2010 · External reference
10.1002/9781119115151
10.1002/9781119115151 · 1993 · External reference
On the mathematical foundations of learning
10.1090/s0273-0979-01-00923-5 · External reference
Some properties of regularized kernel methods
2004 · External reference
Learning multiple tasks with kernel methods
2005 · External reference
Learning multiple tasks with kernel methods
2005 · External reference
Probabilistic uncertainty analysis of an FRF of a structure using a Gaussian process emulator
10.1016/j.ymssp.2011.06.013 · 2011 · External reference
Interpolation of nonstationary air pollution processes: A spatial spectral approach
10.1191/1471082x02st034oa · 2002 · External reference
Spectral methods for nonstationary spatial processes
10.1093/biomet/89.1.197 · 2002 · External reference
Unresolved reference
2006 · External reference
Gaussian process modelling of latent chemical species: Applications to inferring transcription factor activities
10.1093/bioinformatics/btn278 · 2008 · External reference
Nonstationary multivariate process modeling through spatially varying coregionalization
10.1007/bf02595775 · 2004 · External reference
Networks and the best approximation property
10.1007/bf00195855 · 1989 · External reference
Analogies and correspondences between variograms and covariance functions
10.1239/aap/1005091356 · 2001 · External reference
10.1093/oso/9780195115383.001.0001
10.1093/oso/9780195115383.001.0001 · 1997 · External reference
Linear coregionalization model: Tools for estimation and choice of cross-variogram matrix
10.1007/bf00893750 · 1992 · External reference
Coregionalization by linear combination of nonorthogonal components
10.1023/a:1015078911063 · 2002 · External reference
10.1007/978-0-387-84858-7
10.1007/978-0-387-84858-7 · 2009 · External reference
Universal cokriging under intrinsic coregionalization
10.1007/bf02082764 · 1994 · External reference
Computer model calibration using high dimensional output
10.1198/016214507000000888 · 2008 · External reference
A process-convolution approach to modeling temperatures in the North Atlantic Ocean
10.1023/a:1009666805688 · 1998 · External reference
10.1007/978-1-4471-0657-9_2
10.1007/978-1-4471-0657-9_2 · 2002 · External reference
Unresolved reference
1998 · External reference
Unresolved reference
1983 · External reference
Unresolved reference
2008 · External reference
Clustered multi-task learning: A convex formulation
2008 · External reference
Unresolved reference
1978 · External reference
Unresolved reference
2005 · External reference
A correspondence between Bayesian estimation of stochastic processes and smoothing by splines
10.1214/aoms/1177697089 · 1970 · External reference
Unresolved reference
2009 · External reference
Generalized cross-covariances and their estimation
10.1007/bf02768902 · 1997 · External reference
Fitting a linear model of coregionalization for soil properties using simulated annealing
10.1016/s0016-7061(03)00065-x · 2003 · External reference
Learning to learn with the informative vector machine
2004 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
2009 · External reference
A density theorem for matrix-valued radial basis functions
10.1007/s11075-004-3641-x · 2005 · External reference
Unresolved reference
2008 · External reference
Multivariate spatial modeling for geo- statistical data using convolved covariance functions
10.1007/s11004-006-9072-6 · 2007 · External reference
The intrinsic random functions and their applications
10.2307/1425829 · 1973 · External reference
Calibration and Uncertainty Analysis for Computer Simulations with Multivariate Output
10.2514/1.35288 · 2008 · External reference
On learning vector-valued functions
10.1162/0899766052530802 · 2005 · External reference
Unresolved reference
2004 · External reference
Learning how to learn is learning with point sets
1999 · External reference
10.1007/11559887_7
10.1007/11559887_7 · 2005 · External reference
Generalized Hermite interpolation via matrix-valued conditionally positive definite functions
10.1090/s0025-5718-1994-1254147-6 · 1994 · External reference
Joint covariate selection and joint subspace selection for multiple classification problems
10.1007/s11222-008-9111-x · 2010 · External reference
Bayesian analysis of computer code outputs: A tutorial
10.1016/j.ress.2005.11.025 · 2006 · External reference
Unresolved reference
2007 · External reference
Towards real-time information processing of sensor network data using computationally efficient multi-output Gaussian processes
10.1109/ipsn.2008.25 · 2008 · External reference
Nonstationary covariance functions for Gaussian process regression
2004 · External reference
A survey on transfer learning
10.1109/tkde.2009.191 · 2010 · External reference
On the Pseudo cross-variogram
10.1007/bf00911547 · 1993 · External reference
Fitting the linear model of coregionalization by generalized least squares
10.1023/b:matg.0000028440.29965.2d · 2004 · External reference
Characterizing the function space for Bayesian kernel models
2007 · External reference
Networks for approximation and learning
10.1109/5.58326 · 1990 · External reference
Gaussian process models for computer experiments with qualitative and quantitative factors
10.1198/004017008000000262 · 2008 · External reference
A unifying view of sparse approximate Gaussian process regression
2005 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2006 · External reference
Efficient emulators for multivariate deterministic functions
10.1198/106186008x384032 · 2008 · External reference
10.1007/978-1-4757-3799-8
10.1007/978-1-4757-3799-8 · 2003 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2002 · External reference
A generalized representer theorem
10.1007/3-540-44581-1_27 · 2001 · External reference
Sous-espaces hilbertiens d’espaces vectoriels topologiques et noyaux associés (noyaux reproduisants)
10.1007/bf02786620 · 1964 · External reference
Unresolved reference
2004 · External reference
10.1017/cbo9780511809682
10.1017/cbo9780511809682 · 2004 · External reference
Unresolved reference
2008 · External reference
10.1007/978-3-540-30560-6_5
10.1007/978-3-540-30560-6_5 · 2005 · External reference
Bayesian multitask classification With Gaussian process priors
10.1109/tnn.2011.2168568 · 2011 · External reference
Learning sparse inverse covariance matrices in the presence of confounders
2011 · External reference
10.1007/978-1-4612-1494-6
10.1007/978-1-4612-1494-6 · 1999 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
1996 · External reference
Unresolved reference
1977 · External reference
Unresolved reference
2009 · External reference
Unresolved reference
1998 · External reference
Multi-output support vector regression
2003 · External reference
Constructing and fitting models for cokriging and multivariable spatial prediction
10.1016/s0378-3758(97)00162-6 · 1998 · External reference
Flexible spatial models for kriging and cokriging using moving averages and the Fast Fourier Transform (FFT)
10.1198/1061860043498 · 2004 · External reference
Unresolved reference
2003 · External reference
10.1137/1.9781611970128
10.1137/1.9781611970128 · 1990 · External reference
Gaussian process dynamical models for human motion
10.1109/tpami.2007.1167 · 2008 · External reference
A kernel-based spectral model for non-Gaussian spatio-temporal processes
10.1191/1471082x02st036oa · 2002 · External reference
Hierarchical Bayesian models for predicting the spread of ecological processes
10.1890/0012-9658(2003)084[1382:hbmfpt]2.0.co;2 · 2003 · External reference
Hierarchical Bayesian space-time models
10.1023/a:1009662704779 · 1998 · External reference
Bayesian Classification with Gaussian processes
10.1109/34.735807 · 1998 · External reference
Vegetation-climate feedbacks in a greenhouse world
10.1098/rstb.1998.0188 · 1998 · External reference
Multi-task learning for classification with Dirichlet process priors
2007 · External reference
Learning Gaussian processes from multiple tasks
10.1145/1102351.1102479 · 2005 · External reference
Maximum-likelihood estimation for multivariate spatial linear coregionalization models
10.1002/env.807 · 2007 · External reference
