Fetching the paper…
Reading the bibliography…
Uncertainty quantification (UQ) in machine learning is currently drawing increasing research interest, driven by the rapid deployment of deep neural networks across different fields, such as computer vision, natural language processing, and the need for reliable tools in risk-sensitive applications.
D. Levi, L. Gispan, N. Giladi, and E. Fetaya
1905
Earlier work this paper cites.
F. Chen, D. Sondak, P. Protopapas, M. Mattheakis, S. Liu, D. Agarwal, and M. Di Giovanni
1931
Earlier work this paper cites.
L. Tierney and J. B. Kadane
1986
Earlier work this paper cites.
G. O. Roberts and J. S. Rosenthal
1998
Earlier work this paper cites.
2001
Earlier work this paper cites.
2001
Earlier work this paper cites.
J. Lao, C. Suter, I. Langmore, C. Chimisov, and et. al
2002
Earlier work this paper cites.
E. Zelikman, C. Healy, S. Zhou, and A. Avati
2005
Earlier work this paper cites.
N. Benes, A. Kasman, and K. Young
2006
Earlier work this paper cites.
L. Richard de Neufville, S. Scholtes, and T. Wang
2006
Earlier work this paper cites.
X. Wan and G. E. Karniadakis
2006
Earlier work this paper cites.
R. De Neufville, K. Hodota, J. Sussman, and S. Scholtes
2008
Earlier work this paper cites.
M. Abdar, F. Pourpanah, S. Hussain, and et. al
2011
Earlier work this paper cites.
R. M. Neal et al
2011
Earlier work this paper cites.
M. Welling and Y. W. Teh
2011
Earlier work this paper cites.
M. D. Hoffman, A. Gelman, et al
2014
Earlier work this paper cites.
T. Xifara, C. Sherlock, S. Livingstone, S. Byrne, and M. Girolami
2014
Earlier work this paper cites.
Software available from tensorflow.org
M. Abadi, A. Agarwal, P. Barham, and et. al · 2015
Earlier work this paper cites.
C. Blundell, J. Cornebise, K. Kavukcuoglu, and D. Wierstra
2015
Earlier work this paper cites.
Y. Gal and Z. Ghahramani
2016
Earlier work this paper cites.
D. Tran, A. Kucukelbir, A. B. Dieng, M. Rudolph, D. Liang, and D. M. Blei
2016
Earlier work this paper cites.
2017
Earlier work this paper cites.
J. V. Dillon, I. Langmore, D. Tran, and et. al
2017
Earlier work this paper cites.
G. Huang, Y. Li, G. Pleiss, Z. Liu, J. E. Hopcroft, and K. Q. Weinberger
2017
Earlier work this paper cites.
B. Lakshminarayanan, A. Pritzel, and C. Blundell
2017
Earlier work this paper cites.
J. Gardner, G. Pleiss, K. Q. Weinberger, D. Bindel, and A. G. Wilson
2018
Earlier work this paper cites.
J. Han, A. Jentzen, and W. E
2018
Cited alongside, same era.
V. Kuleshov, N. Fenner, and S. Ermon
2018
Cited alongside, same era.
H. Ritter, A. Botev, and D. Barber
2018
Cited alongside, same era.
R. K. Tripathy and I. Bilionis
2018
Cited alongside, same era.
A. Koryagin, R. Khudorozkov, and S. Tsimfer
2019
Cited alongside, same era.
C. Rackauckas, M. Innes, Y. Ma, J. Bettencourt, L. White, and V. Dixit
2019
Cited alongside, same era.
E. Haghighat and R. Juanes
2021
Later among the works it cites.
O. Hennigh, S. Narasimhan, M. A. Nabian, A. Subramaniam, K. Tangsali, Z. Fang, M. Rietmann, W. Byeon, and S. Choudhry
2021
Later among the works it cites.
G. E. Karniadakis, I. G. Kevrekidis, L. Lu, P. Perdikaris, S. Wang, and L. Yang
2021
Later among the works it cites.
K. Kashinath, M. Mustafa, A. Albert, J. Wu, C. Jiang, S. Esmaeilzadeh, K. Azizzadenesheli, R. Wang, A. Chattopadhyay, A. Singh, et al
2021
Later among the works it cites.
E. Kharazmi, M. Cai, X. Zheng, Z. Zhang, G. Lin, and G. E. Karniadakis
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…
M. Raissi, P. Perdikaris, and G. E. Karniadakis
2019
Cited alongside, same era.
J. Yao, W. Pan, S. Ghosh, and F. Doshi-Velez
2019
Cited alongside, same era.
D. Zhang, L. Lu, L. Guo, and G. E. Karniadakis
2019
Cited alongside, same era.
Y. Zhu, N. Zabaras, P.-S. Koutsourelakis, and P. Perdikaris
2019
Cited alongside, same era.
H. Babaee, C. Bastidas, M. DeFilippo, C. Chryssostomidis, and G. Karniadakis
2020
Cited alongside, same era.
G. C. Calafiore, C. Novara, and C. Possieri
2020
Cited alongside, same era.
2021
Later among the works it cites.
L. Lu, P. Jin, G. Pang, Z. Zhang, and G. E. Karniadakis
2021
Later among the works it cites.
L. Lu, X. Meng, S. Cai, Z. Mao, S. Goswami, Z. Zhang, and G. E. Karniadakis
2021
Later among the works it cites.
L. Lu, X. Meng, Z. Mao, and G. E. Karniadakis
2021
Later among the works it cites.
X. Meng, H. Babaee, and G. E. Karniadakis
2021
Later among the works it cites.
T. Qin, Z. Chen, J. D. Jakeman, and D. Xiu
2021
Later among the works it cites.
R. Rahaman and A. H. Thiery
2021
Later among the works it cites.
D. Sen and D. Sen
2021
Later among the works it cites.
R. Tipireddy, P. Stinis, and A. M. Tartakovsky
2021
Later among the works it cites.
S. Wang, H. Wang, and P. Perdikaris
2021
Later among the works it cites.
J. Willard, X. Jia, S. Xu, M. Steinbach, and V. Kumar
2021
Later among the works it cites.
L. Yang, X. Meng, and G. E. Karniadakis
2021
Later among the works it cites.
S. Cai, Z. Mao, Z. Wang, M. Yin, and G. E. Karniadakis
2022
Closest in time.
S. Cuomo, V. S. Di Cola, F. Giampaolo, G. Rozza, M. Raissi, and F. Piccialli
2022
Closest in time.
X. Meng, L. Yang, Z. Mao, J. del Águila Ferrandis, and G. E. Karniadakis
2022
Closest in time.
E. Pickering, G. E. Karniadakis, and T. P. Sapsis
2022
Closest in time.
2022
Closest in time.
A. F. Psaros, X. Meng, Z. Zou, L. Guo, and G. E. Karniadakis
2022
Closest in time.
N. Trask, A. Huang, and X. Hu
2022
Closest in time.
Y. Yang, G. Kissas, and P. Perdikaris
2022
Closest in time.