Spremljaj
Alexander Nietner
Naslov
Navedeno
Navedeno
Leto
One Gate Makes Distribution Learning Hard
M Hinsche, M Ioannou, A Nietner, J Haferkamp, Y Quek, D Hangleiter, ...
Physical review letters 130 (24), 240602, 2023
412023
Efficient variational contraction of two-dimensional tensor networks with a non-trivial unit cell
A Nietner, B Vanhecke, F Verstraete, J Eisert, L Vanderstraeten
Quantum 4, 328, 2020
202020
Learnability of the output distributions of local quantum circuits
M Hinsche, M Ioannou, A Nietner, J Haferkamp, Y Quek, D Hangleiter, ...
arXiv preprint arXiv:2110.05517, 2021
182021
On the average-case complexity of learning output distributions of quantum circuits
A Nietner, M Ioannou, R Sweke, R Kueng, J Eisert, M Hinsche, ...
arXiv preprint arXiv:2305.05765, 2023
172023
Unifying (quantum) statistical and parametrized (quantum) algorithms
A Nietner
arXiv preprint arXiv:2310.17716, 2023
132023
Classical verification of quantum learning
MC Caro, M Hinsche, M Ioannou, A Nietner, R Sweke
arXiv preprint arXiv:2306.04843, 2023
122023
Tensor types and their usage in physics
A Bauer, A Nietner
arXiv preprint arXiv:2208.01135, 2020
62020
Composite symmetry-protected topological order and effective models
A Nietner, C Krumnow, EJ Bergholtz, J Eisert
Physical Review B 96 (23), 235138, 2017
62017
Local integrals of motion and the stability of many-body localization in wannier-stark potentials
C Bertoni, J Eisert, A Kshetrimayum, A Nietner, SJ Thomson
Physical Review B 109 (2), 024206, 2024
52024
Hamiltonian truncation tensor networks for quantum field theories
P Schmoll, J Naumann, A Nietner, J Eisert, S Sotiriadis
arXiv preprint arXiv:2312.12506, 2023
32023
A route towards engineering many-body localization in real materials
A Nietner, A Kshetrimayum, J Eisert, B Lake
arXiv preprint arXiv:2207.10696, 2022
32022
Free Fermion Distributions Are Hard to Learn
A Nietner
arXiv preprint arXiv:2306.04731, 2023
12023
Interactive proofs for verifying (quantum) learning and testing
MC Caro, J Eisert, M Hinsche, M Ioannou, A Nietner, R Sweke
arXiv preprint arXiv:2410.23969, 2024
2024
Potential and limitations of probabilistic modelling with quantum circuits
R Sweke, J Eisert, Y Quek, M Hinsche, A Nietner, M Ioannou, JP Seifert, ...
APS March Meeting Abstracts 2023, S69. 004, 2023
2023
Tensor types and their use in physics
A Bauer, A Nietner
arXiv preprint arXiv:2208.01135, 2022
2022
Towards a Rigorous Framework to Analyze Quantum Machine Learning
A Nietner
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