The Astrophysical Journal
Volume 706
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M. J. Way et al. 2009 ApJ 706 623 doi:10.1088/0004-637X/706/1/623
NEW APPROACHES TO PHOTOMETRIC REDSHIFT PREDICTION VIA GAUSSIAN PROCESS REGRESSION IN THE SLOAN DIGITAL SKY SURVEY
FREE ISSUEM. J. Way1,3,5, L. V. Foster2, P. R. Gazis3 and A. N. Srivastava4
Show affiliations-
Abazajian, K. et al. 2003, AJ, 126, 2081
IOPscience ADS
-
Abazajian, K. et al. 2004, AJ, 128, 502
IOPscience ADS
-
Abazajian, K. et al. 2005, AJ, 129, 1755
IOPscience ADS
-
Adelman-McCarthy, J. K. et al. 2007, ApJS, 172, 634
IOPscience ADS
-
Ball, N. M., Brunner, R. J., Myers, A. D., Strand, N. E., Alberts, S. L., & Tcheng, D. 2008, ApJ, 683, 12
IOPscience ADS
-
Bernstein, G. & Huterer, D. 2009, arXiv:0909.2782v1
ADS Preprint
-
Blanton, M. R. et al. 2005, AJ, 129, 2562
IOPscience ADS
-
Carliles, S. et al. 2008, Astronomical Data Analysis Software and Systems (ASP Conf. Ser. 394), ed. R. W. Argyle, P. S. Bunclark, & J. R. Lewis (San Francisco, CA: ASP), 521
ADS
-
Collister, A. A. & Lahav, O. 2004, PASP, 116, 345
CrossRef ADS
-
Csabai, I. et al. 2003, AJ, 125, 580
IOPscience ADS
-
D'Abrusco, R., Staiano, A., Giuseppe, L., Brescia, M., Paolillo, M., De Filippis, E., & Tagliaferri, R. 2007, ApJ, 663, 752
IOPscience ADS
-
Efron, B. & Tibshirani, R. J. 1993, An Introduction to the Bootstrap (New York: Chapman & Hall)
-
Eisenstein, et al. 2001, AJ, 122, 2267
IOPscience ADS
-
Fine, S. & Scheinberg, K. 2001, J. Mach. Learn. Res., 2, 243
CrossRef
-
Foster, L. et al. 2009, J. Mach. Learn. Res., 10, 857
-
Giavalisco, M. et al. 2004, ApJ, 600, L93
IOPscience ADS
-
Golub, G. H. & Van Loan, C. F. 1996, Matrix Computations, 3rd ed. (Baltimore, MD, USA: Johns Hopkins Univ. Press)
ADS
-
Ivezic, Z. et al. 2008, arXiv:0805.2366v1
ADS Preprint
-
Kaczmarczik, M. C., Richards, G. T., Mehta, S. S., & Schlegel, D. J. 2009, AJ, 138, 19
IOPscience ADS
-
Kaiser, N. et al. 2002, Proc. SPIE, 4836, 154
CrossRef ADS
-
Kurtz, M. J. et al. 2007, AJ, 134, 1360
IOPscience ADS
-
Le Fèvre, O. et al. 2004, A&A, 417, 839
CrossRef ADS
-
Martin, D. C. et al. 2005, ApJ, 619, L1
IOPscience ADS
-
Neal, R. M. 1996, Bayesian Learning for Neural Networks (New York: Springer)
-
Padmanabhan, N. et al. 2005, MNRAS, 359, 327
CrossRef ADS
-
Petrosian, V. 1976, ApJ, 209, L1
CrossRef ADS
-
Poggio, T. & Girosi, F. 1990, Proc. IEEE, 78, 1481
CrossRef
-
Rasmussen, C. E. & Williams, C. K. I. 2006, Gaussian Processes for Machine Learning (Cambridge MA: MIT Press)
-
Seeger, M., Williams, C., & Lawrence, N. D. 2003, Proc. 9th Int. Workshop on Artificial Intelligence and Statistics, Fast Forward Selection to Speed Up Sparse Gaussian Process Regression, ed. C. M. Bishop & B. J. Frey (San Francisco, CA: Morgan Kaufmann)
-
Sérsic, J. L. 1968, Atlas de Galaxias Australes (Cordoba, Argentina: Observatorio Astronomico)
-
Skrutskie, M. F. et al. 2006, AJ, 131, 1163
IOPscience ADS
-
Stabenau, H. F., Connolly, A., & Bhuvnesh, J. 2008, MNRAS, 387, 1215
CrossRef ADS
-
Stoughton, C. et al. 2002, AJ, 123, 485
IOPscience ADS
-
Strauss, M. A. et al. 2002, AJ, 124, 1810
IOPscience ADS
-
Suchkov, A. A., Hanisch, R. J., & Margon, B. 2005, AJ, 130, 2439
IOPscience ADS
-
Wadadekar, Y. 2005, PASP, 117, 79
CrossRef ADS
-
Wang, D., Zhang, Y., Liu, C., & Zhao, Y. 2008, ChJAA, 8, 119
IOPscience ADS
-
Wang, T., Huang, J., & Gu, Q. 2009, Res. Astron. Astrophys., 9, 390
IOPscience
-
Way, M. J. & Srivastava, A. N. 2006, ApJ, 647, 102
IOPscience ADS
-
Wahba, G. 1990, Spline Models for Observational Data (Philadelphia, PA: SIAM)
CrossRef ADS
-
Wray, J. J. & Gunn, J. E. 2008, ApJ, 678, 144
IOPscience ADS
-
York, D. G. et al. 2000, AJ, 120, 1579
IOPscience ADS
-
New Approaches to Photometric Redshift Prediction Via Gaussian Process Regression in the Sloan Digital Sky Survey
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-
Double shake-off model for the triple photoionization of beryllium
A S Kheifets and Igor Bray 2003 J. Phys. B: At. Mol. Opt. Phys. 36 L211
-
Air-kerma cavity standards
L Büermann and D T Burns 2009 Metrologia 46 S24
-
Highlight Notes on "Do non-relativistic neutrinos constitute the dark matter?"
by Th M NieuwenhuizenR A Treumann 2009 EPL 86 50000
-
Deterministic entanglement and tomography of ion–spin qubits
J P Home et al 2006 New J. Phys. 8 188
-
Large magnetoresistance at room temperature in semiconducting polymer sandwich devices
T L Francis et al 2004 New J. Phys. 6 185
-
Geophysical exploration for gold and associated minerals, case study: Wadi El Beida area, South Eastern Desert, Egypt
Sultan Awad Sultan et al 2009 J. Geophys. Eng. 6 345
-
Accurate fields of a radially polarized Gaussian laser beam
Yousef I Salamin 2006 New J. Phys. 8 133
-
Magneto-transport through single-molecule magnets: Kondo-peaks, zero-bias dips, molecular symmetry and Berry's phase
Maarten R Wegewijs et al 2007 New J. Phys. 9 344
-
Alfvén Instability in Coronal Loops With Siphon Flows
Y. Taroyan 2009 ApJ 694 69
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