Fetching the paper…
Reading the bibliography…
We report the application of implicit likelihood inference to the prediction of the macro-parameters of strong lensing systems with neural networks.
https://arxiv.org/abs/1903.04057
Hermans, J., Begy, V., & Louppe, G. 2019, arXiv e-prints, arXiv:1903.04057 · 1903
Earlier work this paper cites.
https://arxiv.org/abs/1906.03631
Makansi, O., Ilg, E., Cicek, Ö., & Brox, T. 2019, arXiv e-prints, arXiv:1906.03631 · 1906
Earlier work this paper cites.
https://arxiv.org/abs/1911.01429
Cranmer, K., Brehmer, J., & Louppe, G. 2019, arXiv e-prints, arXiv:1911.01429 · 1911
Earlier work this paper cites.
http://jmlr.org/papers/v15/srivastava14a.html
Srivastava, N., Hinton, G., Krizhevsky, A., Sutskever, I., & Salakhutdinov, R. 2014, Journal of Machine Learning Research, 15, 1929 · 1929
Earlier work this paper cites.
Bishop, C. 1994, Mixture density networks, Workingpaper, Aston University
1994
Earlier work this paper cites.
Keeton, C. R., & Kochanek, C. S. 1997, ApJ, 487, 42, doi: 10.1086/304583
1997
Earlier work this paper cites.
Dalal, N., & Kochanek, C. S. 2002, ApJ, 572, 25, doi: 10.1086/340303
2002
Earlier work this paper cites.
https://arxiv.org/abs/2006.01490
Charnock, T., Perreault-Levasseur, L., & Lanusse, F. 2020, arXiv e-prints, arXiv:2006.01490 · 2006
Earlier work this paper cites.
https://arxiv.org/abs/0904.0635
Blum, M. 2009, arXiv e-prints, arXiv:0904.0635 · 2009
Earlier work this paper cites.
https://arxiv.org/abs/2010.07032
Coogan, A., Karchev, K., & Weniger, C. 2020, arXiv e-prints, arXiv:2010.07032 · 2010
Earlier work this paper cites.
https://arxiv.org/abs/2011.05991
Jeffrey, N., & Wandelt, B. D. 2020, arXiv e-prints, arXiv:2011.05991 · 2011
Earlier work this paper cites.
Vegetti, S., Lagattuta, D. J., McKean, J. P., et al. 2012, Nature, 481, 341, doi: 10.1038/nature10669
2012
Earlier work this paper cites.
Coe, D., Zitrin, A., Carrasco, M., et al. 2013, ApJ, 762, 32, doi: 10.1088/0004-637X/762/1/32
2013
Earlier work this paper cites.
https://arxiv.org/abs/1412.6980
Kingma, D. P., & Ba, J. 2014, arXiv e-prints, arXiv:1412.6980 · 2014
Earlier work this paper cites.
Collett, T. E. 2015, ApJ, 811, 20, doi: 10.1088/0004-637X/811/1/20
2015
Cited alongside, same era.
https://arxiv.org/abs/1506.02142
Gal, Y., & Ghahramani, Z. 2015, arXiv e-prints, arXiv:1506.02142 · 2015
Cited alongside, same era.
https://arxiv.org/abs/1502.03509
Germain, M., Gregor, K., Murray, I., & Larochelle, H. 2015, arXiv e-prints, arXiv:1502.03509 · 2015
Cited alongside, same era.
Harrison, D., Sutton, D., Carvalho, P., & Hobson, M. 2015, MNRAS, 451, 2610, doi: 10.1093/mnras/stv1110
2015
Cited alongside, same era.
Hezaveh, Y. D., Dalal, N., Marrone, D. P., et al. 2016, ApJ, 823, 37, doi: 10.3847/0004-637X/823/1/37
2016
Cited alongside, same era.
Shajib, A. J., Birrer, S., Treu, T., et al. 2020, MNRAS, 494, 6072, doi: 10.1093/mnras/staa828
2020
Later among the works it cites.
Sharon, K., Bayliss, M. B., Dahle, H., et al. 2020, ApJS, 247, 12, doi: 10.3847/1538-4365/ab5f13
2020
Later among the works it cites.
Wong, K. C., Suyu, S. H., Chen, G. C. F., et al. 2020, MNRAS, 498, 1420, doi: 10.1093/mnras/stz3094
2020
Later among the works it cites.
https://arxiv.org/abs/2112.05278
Legin, R., Hezaveh, Y., Perreault Levasseur, L., & Wandelt, B. 2021, arXiv e-prints, arXiv:2112.05278 · 2021
Later among the works it cites.
Park, J. W., Wagner-Carena, S., Birrer, S., et al. 2021, ApJ, 910, 39, doi: 10.3847/1538-4357/abdfc4
2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Birrer, S., Amara, A., & Refregier, A. 2017, J. Cosmology Astropart. Phys, 2017, 037, doi: 10.1088/1475-7516/2017/05/037
2017
Cited alongside, same era.
Hezaveh, Y. D., Perreault Levasseur, L., & Marshall, P. J. 2017, Nature, 548, 555, doi: 10.1038/nature23463
2017
Cited alongside, same era.
https://arxiv.org/abs/1705.07057
Papamakarios, G., Pavlakou, T., & Murray, I. 2017, arXiv e-prints, arXiv:1705.07057 · 2017
Cited alongside, same era.
Alsing, J., Wandelt, B., & Feeney, S. 2018, MNRAS, 477, 2874, doi: 10.1093/mnras/sty819
2018
Cited alongside, same era.
Charnock, T., Lavaux, G., & Wandelt, B. D. 2018, Phys. Rev. D, 97, 083004, doi: 10.1103/PhysRevD.97.083004
2018
Cited alongside, same era.
Alsing, J., Charnock, T., Feeney, S., & Wandelt, B. 2019, MNRAS, 488, 4440, doi: 10.1093/mnras/stz1960
2019
Cited alongside, same era.
Brehmer, J., Mishra-Sharma, S., Hermans, J., Louppe, G., & Cranmer, K. 2019, ApJ, 886, 49, doi: 10.3847/1538-4357/ab4c41
2019
Cited alongside, same era.
Wagner-Carena, S., Park, J. W., Birrer, S., et al. 2021, ApJ, 909, 187, doi: 10.3847/1538-4357/abdf59
2021
Later among the works it cites.
https://arxiv.org/abs/2207.04123
Legin, R., Stone, C., Hezaveh, Y., & Perreault-Levasseur, L. 2022, arXiv e-prints, arXiv:2207.04123 · 2022
Closest in time.
https://arxiv.org/abs/2205.01866
Payeur, G., Artigau, É., Perreault-Levasseur, L., & Doyon, R. 2022, arXiv e-prints, arXiv:2205.01866 · 2022
Closest in time.
https://arxiv.org/abs/2203.00690
Wagner-Carena, S., Aalbers, J., Birrer, S., et al. 2022, arXiv e-prints, arXiv:2203.00690 · 2022
Closest in time.
Beaumont, M. A., Zhang, W., & Balding, D. J. 2002, Genetics, 162, 2025, doi: 10.1093/genetics/162.4.2025
2025
Closest in time.
Fan, X., Wang, F., Yang, J., et al. 2019, ApJ, 870, L11, doi: 10.3847/2041-8213/aaeffe
2041
Closest in time.
Perreault Levasseur, L., Hezaveh, Y. D., & Wechsler, R. H. 2017, ApJ, 850, L7, doi: 10.3847/2041-8213/aa9704
2041
Closest in time.
Zitrin, A., Moustakas, J., Bradley, L., et al. 2012, ApJ, 747, L9, doi: 10.1088/2041-8205/747/1/L9
2041
Closest in time.