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Publications of Ivan Glasser

Journal Article (4)

1.
Journal Article
Glasser, I.; Pancotti, N.; Cirac, J. I.: From Probabilistic Graphical Models to Generalized Tensor Networks for Supervised Learning. IEEE Access 8, pp. 68169 - 68182 (2020)
2.
Journal Article
Nielsen, A. E. B.; Glasser, I.; Rodrígues , I. D.: Quasielectrons as inverse quasiholes in lattice fractional quantum Hall models. New Journal of Physics 20, 033029 (2018)
3.
Journal Article
Glasser, I.; Pancotti, N.; August, M.; Rodríguez, I. D.; Cirac, J. I.: Neural-Network Quantum States, String-Bond States, and Chiral Topological States. Physical Review X 8 (1), 011006 (2018)
4.
Journal Article
Glasser, I.; Cirac, J. I.; Sierra, G.; Nielsen, A. E. B.: Lattice effects on Laughlin wave functions and parent Hamiltonians. Physical Review B 94 (24), 245104 (2016)

Conference Paper (2)

5.
Conference Paper
Glasser, I.; Sweke, R.; Pancotti, N.; Eisert, J.; Cirac, J. I.: Expressive power of tensor-network factorizations for probabilistic modeling. In: Advances in Neural Information Processing Systems, Vol. 32 (Eds. Wallach, H.; Larochelle, H.; Beygelzimer , A.; d'Alché-Buc , F.; Fox, E.). 33rd Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, December 08, 2019 - December 14, 2019. Neural Information Processing Systems Foundation, Inc. ( NIPS ) (2019)
6.
Conference Paper
Glasser, I.; Sweke, R.; Pancotti, N.; Eisert, J.; Cirac, J. I.: Expressive power of tensor-network factorizations for probabilistic modeling. In: Neural Information Processing Systems (NIPS), Vol. 32 (Eds. Wallach, H.; Larochelle, H.; Beygelzimer , A.; d'Alché-Buc, F.; Fox, E. et al.). Thirty-third Conference on Neural Information Processing Systems (NeurIPS | 2019), Vancouver Convention Center, Vancouver, Canada, December 08, 2019 - December 14, 2019. Neural Information Processing Systems Foundation, Inc., La Jolla, California, United States (2019)

Thesis - PhD (1)

7.
Thesis - PhD
Glasser, I.: Tensor Networks, conformal fields and machine learning: applications in the description of quantum many-body systems. Dissertation, TU, München (2018)
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