26
collaborators
2017–2025
years active
Contributions
QIP QCrypt TQC talk poster presenter award · △program ◇steering ○organizing · filled = chair
7 Talks
| Title | Conference | Type | Co-authors |
|---|---|---|---|
| Online learning of quantum processes | TQC 2025 | regular | Asad Raza, Matthias C. Caro, Jens Eisert |
| Quantum metrology in the finite-sample regime | QIP 2024 | regular | ▸Johannes Jakob Meyer, Daniel Stilck França, Jens Eisert, Philippe Faist |
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Noise-induced shallow circuits and absence of barren plateaus ↗
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TQC 2024 | regular | ▸Antonio Anna Mele, Armando Angrisani, Soumik Ghosh, Jens Eisert, Daniel Stilck França, Yihui Quek |
Motivated by realistic hardware considerations of the pre-fault-tolerant era, we comprehensively study the impact of uncorrected noise on quantum circuits. We first show that any noise `truncates' most quantum circuits to effectively logarithmic depth, in the task of computing Pauli expectation values. We then prove that quantum circuits under any non-unital noise exhibit lack of barren plateaus for cost functions composed of local observables. But, by leveraging the effective shallowness, we also design a classical algorithm to estimate Pauli expectation values within inverse-polynomial additive error with high probability over the ensemble. Its runtime is independent of circuit depth and it operates in polynomial time in the number of qubits for one-dimensional architectures and quasi-polynomial time for higher-dimensional ones. Taken together, our results showcase that, unless we carefully engineer the circuits to take advantage of the noise, it is unlikely that noisy quantum circuits are preferable over shallow quantum circuits for algorithms that output Pauli expectation value estimates, like many variational quantum machine learning proposals. Moreover, we anticipate that our work could provide valuable insights into the fundamental open question about the complexity of sampling from (possibly non-unital) noisy random circuits. |
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| Exponentially tighter bounds on error mitigation: hardness at log log (n) depth | QIP 2023 | regular | ▸Yihui Quek, Daniel Stilck França, Johannes Jakob Meyer, Jens Eisert |
| Policies for elementary links in a quantum network | TQC 2022 | regular ▸ presenter | — |
| Bounding the classical capacity of a quantum channel assisted by classical feedback | TQC 2021 | regular | Dawei Ding, Yihui Quek, Peter Shor, Xin Wang, ▸Mark M. Wilde |
| Extendibility of bosonic Gaussian states | TQC 2020 | regular | Ludovico Lami, ▸Gerardo Adesso, Mark M. Wilde |
xtendibility of bosonic Gaussian states is a key issue in continuous-variable quantum information. We show that a bosonic Gaussian state is $k$-extendible if and only if it has a Gaussian $k$-extension, and we derive a simple semidefinite program, whose size scales linearly with the number of local modes, to efficiently decide $k$-extendibility of any given bosonic Gaussian state. When the system to be extended comprises one mode only, we provide a closed-form solution. Implications of these results for the steerability of quantum states and for the extendibility of bosonic Gaussian channels are discussed. We then derive upper bounds on the distance of a $k$-extendible bosonic Gaussian state to the set of all separable states, in terms of trace norm and R\’enyi relative entropies. These bounds, which can be seen as “Gaussian de Finetti theorems,” exhibit a universal scaling in the total number of modes, independently of the mean energy of the state. Finally, we establish an upper bound on the entanglement of formation of Gaussian $k$-extendible states, which has no analogue in the finite-dimensional setting. |
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7 Posters
| Title | Conference | Co-authors |
|---|---|---|
| Online learning of quantum processes | QIP 2025 | Asad Raza, Matthias C. Caro, Jens Eisert |
| Quantum metrology beyond the i.i.d. regime: Continuous multiple hypothesis testing | QIP 2023 | Johannes Jakob Meyer, Daniel Stilck França, Jens Eisert, Philippe Faist |
| A perturbative gadget for avoiding barren plateaus in variational quantum algorithms | QIP 2023 | Simon Cichy, Paul K. Fährmann, Jens Eisert |
| Spooky action of a global distance: analysis of space-based entanglement distribution for the quantum internet | QCRYPT 2021 | Anthony J. Brady, Renee A. Desporte, Manon P. Bart, Jonathan P. Dowling |
Recent experimental breakthroughs in satellite quantum communications have opened up the possibility of creating a global quantum internet using satellite links. This approach appears to be particularly viable in the near term, due to the lower attenuation of optical signals from satellite to ground, and due to the currently short coherence times of quantum memories. The latter prevents ground-based entanglement distribution using atmospheric or optical-fiber links at high rates over long distances. In this work, we propose a global-scale quantum internet consisting of a constellation of orbiting satellites that provides a continuous, on-demand entanglement distribution service to ground stations. The satellites can also function as untrusted nodes for the purpose of long-distance quantum-key distribution. We develop a technique for determining optimal satellite configurations with continuous coverage that balances both the total number of satellites and entanglement-distribution rates. Using this technique, we determine various optimal satellite configurations for a polar-orbit constellation, and we analyze the resulting satellite-to-ground loss and achievable entanglement-distribution rates for multiple ground station configurations. We also provide a comparison between these entanglement-distribution rates and the rates of ground-based quantum repeater schemes. Overall, our work provides the theoretical tools and the experimental guidance needed to make a satellite-based global quantum internet a reality. |
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| Policies for elementary link generation in quantum networks | TQC 2021 | — |
| Quantum-assisted quantum compiling Cincio, Andrew Sornborger and Patrick Coles | QIP 2019 | Ryan LaRose, Alexander Poremba, Lukasz |
| Numerical evidence for bound secrecy from two-way postprocessing in quantum key distribution | QCRYPT 2017 | Norbert Lütkenhaus |
Collaborators
| Co-author | Joint talks |
|---|---|
| Jens Eisert | 7 |
| Daniel Stilck França | 4 |
| Johannes Jakob Meyer | 3 |
| Yihui Quek | 3 |
| Asad Raza | 2 |
| Mark M. Wilde | 2 |
| Matthias C. Caro | 2 |
| Philippe Faist | 2 |
| Alexander Poremba | 1 |
| Anthony J. Brady | 1 |
| Antonio Anna Mele | 1 |
| Armando Angrisani | 1 |
| Dawei Ding | 1 |
| Gerardo Adesso | 1 |
| Jonathan P. Dowling | 1 |
| Ludovico Lami | 1 |
| Lukasz | 1 |
| Manon P. Bart | 1 |
| Norbert Lütkenhaus | 1 |
| Paul K. Fährmann | 1 |