| 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 | 21 | 2023 |
| 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 | 20 | 2021 |
| 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 | 19 | 2020 |
| 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 | 17 | 2023 |
| A single -gate makes distribution learning hard M Hinsche, M Ioannou, A Nietner, J Haferkamp, Y Quek, D Hangleiter, ... arXiv preprint arXiv:2207.03140, 2022 | 17 | 2022 |
| Classical verification of quantum learning MC Caro, M Hinsche, M Ioannou, A Nietner, R Sweke arXiv preprint arXiv:2306.04843, 2023 | 12 | 2023 |
| Unifying (quantum) statistical and parametrized (quantum) algorithms A Nietner arXiv preprint arXiv:2310.17716, 2023 | 9 | 2023 |
| Composite symmetry-protected topological order and effective models A Nietner, C Krumnow, EJ Bergholtz, J Eisert Physical Review B 96 (23), 235138, 2017 | 6 | 2017 |
| Tensor types and their usage in physics A Bauer, A Nietner arXiv preprint arXiv:2208.01135, 2020 | 5 | 2020 |
| 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 | 3 | 2024 |
| Hamiltonian truncation tensor networks for quantum field theories P Schmoll, J Naumann, A Nietner, J Eisert, S Sotiriadis arXiv preprint arXiv:2312.12506, 2023 | 3 | 2023 |
| A route towards engineering many-body localization in real materials A Nietner, A Kshetrimayum, J Eisert, B Lake arXiv preprint arXiv:2207.10696, 2022 | 3 | 2022 |
| 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 |
| Free Fermion Distributions Are Hard to Learn A Nietner arXiv preprint arXiv:2306.04731, 2023 | | 2023 |
| 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 | | |
Jens EisertProfessor of Quantum Physics at Freie Universität Berlin, Fraunhofer HHI and Helmholtz Center BerlinVerified email at physik.fu-berlin.de
