Bayesian sparse reconstruction: a brute-force approach to astronomical imaging and machine learning

Hadamard J., 1902, Princeton University Bulletin, 13, 49

1902

Earlier work this paper cites.

Wiener N., 1949, The interpolation, extrapolation and smoothing of stationary time series. MIT Press Cambridge, MA

1949

Earlier work this paper cites.

Hoerl A. E., Kennard R. W., 1970, Technometrics , 12, 55

1970

Earlier work this paper cites.

Ables J. G., 1974, Astronomy and Astrophysics Supplement, 15, 383

1974

Earlier work this paper cites.

Gull S. F., Daniell G. J., 1978, Nature , 272, 686

1978

Earlier work this paper cites.

Mallat S. G., Zhang Z., 1993, IEEE Transactions on Signal Processing , 41, 3397

1993

Earlier work this paper cites.

Green P. J., 1995, Biometrika , 82, 711

1995

Earlier work this paper cites.

Mackay D. J. C., 1995, Network: Computation in Neural Systems , 6, 469

1995

Earlier work this paper cites.

Tibshirani R., 1996, Journal of the Royal Statistical Society B , 58, 267

1996

Earlier work this paper cites.

Hobson M., Jones A., Lasenby A., Bouchet F., 1998, Monthly Notices of the Royal Astronomical Society , 300, 1

1998

Earlier work this paper cites.

Lasenby A. N., Barreiro R. B., Hobson M. P., 2001, in , Mining the Sky. Springer, pp 15–32 ( arXiv:0104306 ), doi:10.1007/10849171_2

2001

Earlier work this paper cites.

Tipping M., 2001, Journal of Machine Learning Research , 1, 211

2001

Earlier work this paper cites.

MacKay D. J. C., 2003, Information Theory, Inference, and Learning Algorithms. Cambridge University Press

2003

Earlier work this paper cites.

Maisinger K., Hobson M. P., Lasenby A. N., 2004, Monthly Notices of the Royal Astronomical Society , 347, 339

2004

Earlier work this paper cites.

Rasmussen C., 2004, in , Advanced lectures on machine learning. Springer, pp 63–71

2004

Earlier work this paper cites.

Wipf D. P., Rao B. D., 2004, IEEE Transactions on Signal Processing , 52, 2153

2004

Cited alongside, same era.

Sivia D., Skilling J., 2006, Data analysis: A Bayesian Tutorial. OUP Oxford, doi:10.2307/1270652

2006

Cited alongside, same era.

Skilling J., 2006, Bayesian Analysis , 1, 833

2006

Cited alongside, same era.

Elad M., Matalon B., Shtok J., Zibulevsky M., 2007, Proc. SPIE, Wavelets XII , 6701, 1

2007

Cited alongside, same era.

Bobin J., Starck J. L., Ottensamer R., 2008, IEEE Journal on Selected Topics in Signal Processing , 2, 718

2008

Cited alongside, same era.

Feroz F., Hobson M. P., 2008, Monthly Notices of the Royal Astronomical Society , 384, 449

2008

Cited alongside, same era.

Illingworth G. D., et al., 2013, The Astrophysical Journal Supplement Series , 209, 6

2013

Later among the works it cites.

Parkinson D., Liddle A. R., 2013, Statistical Analysis and Data Mining: The ASA Data Science Journal, 6, 3

2013

Later among the works it cites.

Graff P., Feroz F., Hobson M. P., Lasenby A., 2014, Monthly Notices of the Royal Astronomical Society , 441, 1741

2014

Later among the works it cites.

Blundell C., Cornebise J., Kavukcuoglu K., Wierstra D., 2015, in Proceedings of the 32nd International Conference on Machine Learning. PMLR, pp 1613–1622, https://arxiv.org/abs/1505.05424

Original

2015

Later among the works it cites.

Lecun Y., Bengio Y., Hinton G., 2015, Nature , 521, 436

2015

Later among the works it cites.