-
1
-
-
33845632725
-
Gaussian process models for sensor-centric robot localisation
-
Brooks, A., Makarenko, A., Upcroft, B.: Gaussian process models for sensor-centric robot localisation. In: Proc. of ICRA (2006)
-
(2006)
Proc. of ICRA
-
-
Brooks, A.1
Makarenko, A.2
Upcroft, B.3
-
3
-
-
0012279519
-
Adding constrained discontinuities to gaussian process models of wind fields
-
Cambridge, MA
-
Cornford, D., Nabney, I., Williams, C.: Adding constrained discontinuities to gaussian process models of wind fields. In: Advances in Neural Information Processing Systems 11 (NIPS), Cambridge, MA (1999)
-
(1999)
Advances in Neural Information Processing Systems 11 (NIPS)
-
-
Cornford, D.1
Nabney, I.2
Williams, C.3
-
4
-
-
0010045457
-
Bayesian curve-fitting with free-knot splines
-
Dimatteo, I., Genovese, C.R., Kass, R.E.: Bayesian curve-fitting with free-knot splines. Biometrika 88(4), 1055-1071 (2001)
-
(2001)
Biometrika
, vol.88
, Issue.4
, pp. 1055-1071
-
-
Dimatteo, I.1
Genovese, C.R.2
Kass, R.E.3
-
5
-
-
56049086889
-
-
Gharahmani, Z, ed, ICML 2007
-
Kersting, K., Plagemann, C., Pfaff, P., Burgard, W.: Most likely heteroscedastic gaussian processes regression. In: Gharahmani, Z. (ed.) ICML 2007 (2007)
-
(2007)
Most likely heteroscedastic gaussian processes regression
-
-
Kersting, K.1
Plagemann, C.2
Pfaff, P.3
Burgard, W.4
-
7
-
-
0027205884
-
A Scaled Conjugate Gradient Algoritm for Fast Supervised Learning
-
Moller, M.: A Scaled Conjugate Gradient Algoritm for Fast Supervised Learning. Neural Networks 6, 525-533 (1993)
-
(1993)
Neural Networks
, vol.6
, pp. 525-533
-
-
Moller, M.1
-
8
-
-
84899028582
-
Nonstationary covariance functions for Gaussian process regression
-
Thrun, S, Saul. L, Schoelkopf, B, eds, MIT Press, Cambridge
-
Paciorek, C., Schervish, M.: Nonstationary covariance functions for Gaussian process regression. In: Thrun, S., Saul. L., Schoelkopf, B. (eds.) Advances in Neural Information Processing Systems 16. MIT Press, Cambridge (2004)
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
-
-
Paciorek, C.1
Schervish, M.2
-
9
-
-
56049108846
-
-
Pfingsten, T., Kuss, M., Rasmussen, C.E.: Nonstationary gaussian process regression using a latent extension of the input space. In: Proc. of ISBA Eighth World Meeting on Bayesian Statistics, Valencia, Spain (Extended Abstract, 2006)
-
Pfingsten, T., Kuss, M., Rasmussen, C.E.: Nonstationary gaussian process regression using a latent extension of the input space. In: Proc. of ISBA Eighth World Meeting on Bayesian Statistics, Valencia, Spain (Extended Abstract, 2006)
-
-
-
-
10
-
-
84880859377
-
Efficient failure detection on mobile robots using particle filters with gaussian process proposals
-
IJCAI, Hyderabad, India
-
Plagemann, C.. Fox, D., Burgard, W.: Efficient failure detection on mobile robots using particle filters with gaussian process proposals. In: Proc. of the International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India (2007)
-
(2007)
Proc. of the International Joint Conference on Artificial Intelligence
-
-
Plagemann, C.1
Fox, D.2
Burgard, W.3
-
13
-
-
0042171731
-
-
Schmidt, A.M., OHagan. A.: Bayesian inference for nonstationary spatial covariance structure via spatial deformations. JRSS, series B 65, 745-758 (2003)
-
Schmidt, A.M., OHagan. A.: Bayesian inference for nonstationary spatial covariance structure via spatial deformations. JRSS, series B 65, 745-758 (2003)
-
-
-
-
14
-
-
33744932015
-
A Gaussian process positioning system for cellular networks
-
MIT Press, Cambridge
-
Schwaighofer, A., Grigoras, M., Tresp, V., Hoffmann, C.: A Gaussian process positioning system for cellular networks. In: Advances in Neural Information Processing Systems 16. MIT Press, Cambridge (2004)
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
-
-
Schwaighofer, A.1
Grigoras, M.2
Tresp, V.3
Hoffmann, C.4
-
16
-
-
50649111808
-
A switched Gaussian process for estimating disparity and segmentation in binocular stereo
-
Williams, O.: A switched Gaussian process for estimating disparity and segmentation in binocular stereo. In: Neural Info. Proc. Systems (NIPS) (2006)
-
(2006)
Neural Info. Proc. Systems (NIPS)
-
-
Williams, O.1
-
17
-
-
31844442664
-
Learning gaussian processes from multiple tasks
-
Yu, K., Tresp, V., Schwaighofer, A.: Learning gaussian processes from multiple tasks. In: ICML 2007 (2007)
-
(2007)
ICML 2007
-
-
Yu, K.1
Tresp, V.2
Schwaighofer, A.3
|