Fetching the paper…
Reading the bibliography…
We review the development of generative modeling techniques in machine learning for the purpose of reconstructing real, noisy, many-qubit quantum states.
M. J. Hartmann and G. Carleo, arXiv e-prints , arXiv:1902.05131 (2019), arXiv:1902.05131 [quant-ph]
1902
Earlier work this paper cites.
1902
Earlier work this paper cites.
A. Nagy and V. Savona, arXiv e-prints , arXiv:1902.09483 (2019), arXiv:1902.09483 [quant-ph]
1902
Earlier work this paper cites.
1904
Earlier work this paper cites.
1904
Earlier work this paper cites.
1904
Earlier work this paper cites.
W. S. McCulloch and W. Pitts, The bulletin of mathematical biophysics 5
1943
Earlier work this paper cites.
F. Rosenblatt, Psychological Review 65
1958
Earlier work this paper cites.
A. Rényi, in Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Contributions to the Theory of Statistics (University of California Press, Berkeley, Calif., 1961) pp. 547–561
1961
Earlier work this paper cites.
M. Minsky and S. Papert, Perceptrons (MIT Press, Cambridge, MA, 1969)
1969
Earlier work this paper cites.
W. K. Hastings, Biometrika 57
1970
Earlier work this paper cites.
W. Little, Mathematical Biosciences 19
1974
Earlier work this paper cites.
W. Little and G. L. Shaw, Mathematical Biosciences 39
1978
Earlier work this paper cites.
J. J. Hopfield, Proceedings of the National Academy of Sciences 79
1982
Earlier work this paper cites.
J. J. Hopfield, D. I. Feinstein, and R. G. Palmer, Nature 304
1983
Earlier work this paper cites.
D. H. Ackley, G. E. Hinton, and T. J. Sejnowski, Cognitive Science 9
1985
Earlier work this paper cites.
D. E. Rumelhart and J. L. McClelland, eds., Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol. 1: Foundations (MIT Press, Cambridge, MA, USA, 1986)
1986
Earlier work this paper cites.
D. E. Rumelhart, G. E. Hinton, and R. J. Williams, Nature 323
1986
Earlier work this paper cites.
G. E. Hinton and T. J. Sejnowski (MIT Press, Cambridge, MA, USA, 1986) Chap. Learning and Relearning in Boltzmann Machines, pp. 282–317
1986
Earlier work this paper cites.
P. Smolensky, in Parallel Distributed Processing , edited by D. E. Rumelhart, J. L. McClelland, and C. PDP Research Group (MIT Press, Cambridge, MA, USA, 1986) Chap. Information Processing in Dynamical Systems: Foundations of Harmony Theory, pp. 194–281
1986
Earlier work this paper cites.
K. Vogel and H. Risken, Phys. Rev. A 40
1989
Earlier work this paper cites.
A. Krogh and J. A. Hertz, in Advances in Neural Information Processing Systems 4 , edited by J. E. Moody, S. J. Hanson, and R. P. Lippmann (Morgan-Kaufmann, 1992) pp. 950–957
1992
Earlier work this paper cites.
S. R. White, Phys. Rev. Lett. 69
1992
Earlier work this paper cites.
D. F. V. James, P. G. Kwiat, W. J. Munro, and A. G. White, Phys. Rev. A 64
2001
Earlier work this paper cites.
G. E. Hinton, Neural Computation 14
2002
Earlier work this paper cites.
M. Ježek, J. Fiurášek, and Z. Hradil, Physical Review A 68
2003
Cited alongside, same era.
H. G. Evertz, Advances in Physics 52
2003
Cited alongside, same era.
G. Benenti, G. Casati, and G. Strini, Principles of Quantum Computation and Information (WORLD SCIENTIFIC, 2004)
2004
Cited alongside, same era.
M. Á. Carreira-Perpiñán and G. E. Hinton, in AISTATS (2005)
2005
Cited alongside, same era.
H. Häffner, W. Hänsel, C. F. Roos, J. Benhelm, D. Chek-al kar, M. Chwalla, T. Körber, U. D. Rapol, M. Riebe, P. O. Schmidt, C. Becher, O. Gühne, W. Dür, and R. Blatt, Nature 438
2005
Cited alongside, same era.
G. E. Hinton, S. Osindero, and Y.-W. Teh, Neural Computation 18
2006
Cited alongside, same era.
D. P. Kingma and J. Ba, ArXiv e-prints (2014), arXiv:1412.6980
2014
Later among the works it cites.
R. Islam, R. Ma, P. M. Preiss, M. Eric Tai, A. Lukin, M. Rispoli, and M. Greiner, Nature 528
2015
Later among the works it cites.
Y. LeCun, Y. Bengio, and G. Hinton, Nature 521
2015
Later among the works it cites.
P. Schauß, J. Zeiher, T. Fukuhara, S. Hild, M. Cheneau, T. Macrì, T. Pohl, I. Bloch, and C. Gross, Science 347
2015
Later among the works it cites.
G. Torlai and R. G. Melko, Physical Review B 94
2016
Later among the works it cites.
M. Endres, H. Bernien, A. Keesling, H. Levine, E. R. Anschuetz, A. Krajenbrink, C. Senko, V. Vuletic, M. Greiner, and M. D. Lukin, Science 354
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
N. Le Roux and Y. Bengio, Neural Comput. 20
2008
Cited alongside, same era.
S. Bravyi, D. P. Divincenzo, R. Oliveira, and B. M. Terhal, Quantum Info. Comput. 8
2008
Cited alongside, same era.
Y. Bengio and O. Delalleau, Neural Computation 21
2009
Cited alongside, same era.
R. Salakhutdinov and G. Hinton, in Proceedings of the Twelth International Conference on Artificial Intelligence and Statistics , Proceedings of Machine Learning Research, Vol. 5, edited by D. van Dyk and M. Welling (PMLR, Hilton Clearwater Beach Resort, Clearwater Beach, Florida USA, 2009) pp. 448–455
2009
Cited alongside, same era.
M. Cramer, M. B. Plenio, S. T. Flammia, R. Somma, D. Gross, S. D. Bartlett, O. Landon-Cardinal, D. Poulin, and Y.-K. Liu, Nature Communications 1
2010
Cited alongside, same era.
G. Tóth, W. Wieczorek, D. Gross, R. Krischek, C. Schwemmer, and H. Weinfurter, Phys. Rev. Lett. 105
2010
Cited alongside, same era.
2016
Later among the works it cites.
H. Labuhn, D. Barredo, S. Ravets, S. de Léséleuc, T. Macrì, T. Lahaye, and A. Browaeys, Nature 534
2016
Later among the works it cites.
X. Ma, T. Jackson, H. Zhou, J. Chen, D. Lu, M. D. Mazurek, K. A. G. Fisher, X. Peng, D. Kribs, K. J. Resch, Z. Ji, B. Zeng, and R. Laflamme, Phys. Rev. A 93
2016
Later among the works it cites.
H. Bernien, S. Schwartz, A. Keesling, H. Levine, A. Omran, H. Pichler, S. Choi, A. S. Zibrov, M. Endres, M. Greiner, V. Vuletić, and M. D. Lukin, Nature 551
2017
Later among the works it cites.
A. Kandala, A. Mezzacapo, K. Temme, M. Takita, M. Brink, J. M. Chow, and J. M. Gambetta, Nature 549
2017
Later among the works it cites.
J. Zhang, G. Pagano, P. W. Hess, A. Kyprianidis, P. Becker, H. Kaplan, A. V. Gorshkov, Z. X. Gong, and C. Monroe, Nature 551
2017
Later among the works it cites.
A. Mazurenko, C. S. Chiu, G. Ji, M. F. Parsons, M. Kanász-Nagy, R. Schmidt, F. Grusdt, E. Demler, D. Greif, and M. Greiner, Nature 545
2017
Later among the works it cites.
B. P. Lanyon, C. Maier, M. Holzäpfel, T. Baumgratz, C. Hempel, P. Jurcevic, I. Dhand, A. S. Buyskikh, A. J. Daley, M. Cramer, M. B. Plenio, R. Blatt, and C. F. Roos, Nature Physics 13
2017
Later among the works it cites.
A. Morningstar and R. G. Melko, J. Mach. Learn. Res. 18
2017
Later among the works it cites.
F. Becca and S. Sorella, Quantum Monte Carlo Approaches for Correlated Systems (Cambridge University Press, 2017)
2017
Later among the works it cites.
G. Carleo and M. Troyer, Science 355
2017
Later among the works it cites.
J. Preskill, Quantum 2
2018
Later among the works it cites.
B. M. Terhal, Nature Physics 14
2018
Later among the works it cites.
Giacomo Torlai, “Augmenting quantum mechanics with artificial intelligence,” (2018)
2018
Later among the works it cites.
G. Torlai, G. Mazzola, J. Carrasquilla, M. Troyer, R. Melko, and G. Carleo, Nature Physics 14
2018
Later among the works it cites.
G. Torlai and R. G. Melko, Phys. Rev. Lett. 120
2018
Later among the works it cites.
E. Guardado-Sanchez, P. T. Brown, D. Mitra, T. Devakul, D. A. Huse, P. Schauß, and W. S. Bakr, Phys. Rev. X 8
2018
Later among the works it cites.
A. Rocchetto, E. Grant, S. Strelchuk, G. Carleo, and S. Severini, npj Quantum Information 4
2018
Later among the works it cites.
2018
Later among the works it cites.
J. Carrasquilla, G. Torlai, R. G. Melko, and L. Aolita, Nature Machine Intelligence 1
2019
Closest in time.