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Micchelli CA, Pontil M (2005) On learning vector-valued functions. Neural Comput 17:177-204 [PubMed]

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Akhiezer NI, Glazman IM (1993) Theory of linear operators in Hilbert spaces
Amodei L (1997) Reproducing kernels of vector-valued function spaces Curves and Surfaces: Proceedings of Chamonix 1996, Le Meehaute A:Rabut C:Schumaker LL, ed.
Aronszajn N (1950) Theory of reproducing kernels Transactions Of The American Mathematical Society 68:337-404
Baldi P, Pollastri G, Frasconi P, Vullo A (2002) New machine learning methods for the prediction of protein topologies Artificial intelligence and heuristic methods for bioinformatic, Frasconi P:Shamire R, ed.
Bennett KP, Embrechts MJ (2003) An optimization perspective on partial least squares Advances in kearning theory: Methods, models, and applications, Suykens J:Horrath G:Basu S:Miccelli C:Vandewalle J, ed. pp.277
Bennett KP, Mangasarian OL (1993) Multicategory discrimination via linear programming Optimization Methods And Software 3:722-734
Berberian SK (1966) Notes on spectral theory
Beymer D, Poggio T (1996) Image representations for visual learning. Science 272:1905-9 [PubMed]
Breiman L, Friedman J (1997) Predicting multivariate responses in multiple linear regression (with discussion) J Roy Statist Soc B 59:3-37
Burbea J, Masani P (1984) Banach and Hilbert spaces of vector-valued functions
Cherkassky V, Mulier F (1998) Learning from data: Concepts, theory, and methods
Cornford D, Csato L, Evans D, Opper M (2004) Bayesian analysis of the scatterometer wind retrieval inverse Problem: Some new approaches J Royal Stat Soc B 66:1-17
Cramer K, Singer Y (2001) On the algorithmic implementation of multiclass kernel-based vector machines J Mach Learn Res 2:265-292
Cressie NAC (1993) Statistics for spatial data
Cristianini N, Shawe-taylor J (2000) An introduction to support vector machines
Evgeniou T, Pontil M (2004) Regularized multi-task learning Proc. of the 10th ACM SIGKOD Int. Conf. on Knowledge Discovery and Data Mining
Evgeniou T, Pontil M, Poggio T (2000) Regularization networks and support vector machines Adv Comp Math 13:1-50
Fillmore PA (1970) Notes on operator theory
Fitzgerald CH, Micchelli CA, Pinkus AM (1995) Functions that preserve families of positive definite functions Linear Algebra And Its Applications 221:83-102
Franke U, Gavrila D, Goerzig S, Lindner F, Paetzold F, Woehler C (1998) Autonomous driving goes downtown IEEE Intelligent Systems 13:40-48
Hastie T, Tibshirani R, Friedman J (2001) The elements of statistical learning
Mangasarian OL (1994) Nonlinear programming
Melkman AA, Micchelli CA (1979) Optimal estimation of linear operators in Hilbert spaces from inaccurate data SIAM Journal Of Numerical Analysis 16:87-105
Micchelli CA (1995) Mathematical aspects of geometric modeling
Micchelli CA, Pontil M (2003) On learning vector-valued functions Research Note No. RN-03-08
Micchelli CA, Pontil M (2004) A function representation for learning in Banach spaces Proceedings of the Seventeenth Annual Conference on Learning Theory
Rosipal R, Trejo LJ (2001) Kernel partial least squares regression in reproducing kernel Hilbert spaces J Mach Learn Res 2:97-123
Scholkopf B, Smola AJ (2001) Learning with kernels: Support vector machines, regularization, optimization, and beyond
Sejnowski TJ, Rosenberg CR (1987) Parallel networks which learn to pronounce English text Complex Systems 1:145-163
Tikhonov AN, Arsenin VY (1977) Solution of ill-posed problems
Vapnik V (1998) Statistical Learning Theory
Wahba G (1990) Splines models for observational data
Weston J, Chapelle O, Elisseeff A, Scholkopf B, Vapnik VN (2003) Kernel dependency estimation Advances in neural information processing Systems
Weston J, Watkins C (1998) Multi-class support vector machines Tech. Rep. No. CSD-TR-98-04
Williams CKI, Barber D (1998) Bayesian classification with gaussian processes IEEE Trans Patt Anal Mach Intel 20:1342-1351
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