Search Results - "Salzmann, Robert"

Training deep quantum neural networks by Beer, Kerstin, Bondarenko, Dmytro, Farrelly, Terry, Osborne, Tobias J., Salzmann, Robert, Scheiermann, Daniel, Wolf, Ramona

“…Neural networks enjoy widespread success in both research and industry and, with the advent of quantum technology, it is a crucial challenge to design quantum…”
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Symmetric distinguishability as a quantum resource by Salzmann, Robert, Datta, Nilanjana, Gour, Gilad, Wang, Xin, Wilde, Mark M

“…Abstract We develop a resource theory of symmetric distinguishability, the fundamental objects of which are elementary quantum information sources, i.e…”
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Parallelization of Adaptive Quantum Channel Discrimination in the Non-Asymptotic Regime by Bergh, Bjarne, Datta, Nilanjana, Salzmann, Robert, Wilde, Mark M.

“…We investigate the performance of parallel and adaptive quantum channel discrimination strategies for a finite number of channel uses. It has recently been…”
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Derivation of 3D Energy-Critical Nonlinear Schrödinger Equation and Bogoliubov Excitations for Bose Gases by Nam, Phan Thành, Salzmann, Robert

“…We derive the 3D quintic NLS as the mean field limit of a Bose gas with three-body interactions. The quintic NLS is energy-critical, leading to several new…”
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Quantum Zeno Effect in Open Quantum Systems by Becker, Simon, Datta, Nilanjana, Salzmann, Robert

“…We prove the quantum Zeno effect in open quantum systems whose evolution, governed by quantum dynamical semigroups, is repeatedly and frequently interrupted by…”
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Quantitative Quantum Zeno and Strong Damping Limits in Strong Topology by Salzmann, Robert

“…Frequent applications of a mixing quantum operation to a quantum system slow down its time evolution and eventually drive it into the invariant subspace of the…”
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Total insecurity of communication via strong converse for quantum privacy amplification by Salzmann, Robert, Datta, Nilanjana

“…Quantum privacy amplification is a central task in quantum cryptography. Given shared randomness, which is initially correlated with a quantum system held by…”
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Optimal Fidelity Estimation from Binary Measurements for Discrete and Continuous Variable Systems by Fawzi, Omar, Oufkir, Aadil, Salzmann, Robert

“…Estimating the fidelity between a desired target quantum state and an actual prepared state is essential for assessing the success of experiments. For pure…”
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Interpolating between symmetric and asymmetric hypothesis testing by Salzmann, Robert, Datta, Nilanjana

“…The task of binary quantum hypothesis testing is to determine the state of a quantum system via measurements on it, given the side information that it is in…”
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Robustness of Fixed Points of Quantum Channels and Application to Approximate Quantum Markov Chains by Salzmann, Robert, Bergh, Bjarne, Datta, Nilanjana

“…Given a quantum channel and a state which satisfy a fixed point equation approximately (say, up to an error $\varepsilon$), can one find a new channel and a…”
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Composite Classical and Quantum Channel Discrimination by Bergh, Bjarne, Datta, Nilanjana, Salzmann, Robert

“…We study the problem of binary composite channel discrimination in the asymmetric setting, where the hypotheses are given by fairly arbitrary sets of channels,…”
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Learning Quantum Processes with Memory -- Quantum Recurrent Neural Networks by Bondarenko, Dmytro, Salzmann, Robert, Schmiesing, Viktoria-S

“…Recurrent neural networks play an important role in both research and industry. With the advent of quantum machine learning, the quantisation of recurrent…”
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Convergence rates for the Trotter-Kato splitting by Becker, Simon, Galke, Niklas, Salzmann, Robert, van Luijk, Lauritz

“…We study convergence rates of the Trotter-Kato splitting $e^{A+L} = \lim_{n \to \infty} (e^{L/n} e^{A/n})^n$ in the strong operator topology. In the first…”
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Parallelization of Adaptive Quantum Channel Discrimination in the Non-Asymptotic Regime by Bergh, Bjarne, Datta, Nilanjana, Salzmann, Robert, Wilde, Mark M

“…IEEE Transactions on Information Theory, Volume 70, Issue 4, Pages 2617--2636, April 2024 We investigate the performance of parallel and adaptive quantum…”
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Modeling accounting year dependence in runoff triangles by Salzmann, Robert, Wüthrich, Mario V.

“…Typically, non-life insurance claims data is studied in claims development triangles which display the two time axes accident years and development years. Most…”
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Infinite Dimensional Asymmetric Quantum Channel Discrimination by Bergh, Bjarne, Kochanowski, Jan, Salzmann, Robert, Datta, Nilanjana

“…We study asymmetric binary channel discrimination, for qantum channels acting on separable Hilbert spaces. We establish quantum Stein's lemma for channels for…”
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The $\alpha \to 1$ Limit of the Sharp Quantum R\'enyi Divergence by Bergh, Bjarne, Salzmann, Robert, Datta, Nilanjana

“…J. Math. Phys. 62, 092205 (2021) Fawzi and Fawzi recently defined the sharp R\'enyi divergence, $D_\alpha^\#$, for $\alpha \in (1, \infty)$, as an additional…”
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An invitation to the sample complexity of quantum hypothesis testing by Cheng, Hao-Chung, Datta, Nilanjana, Liu, Nana, Nuradha, Theshani, Salzmann, Robert, Wilde, Mark M

“…Quantum hypothesis testing (QHT) has been traditionally studied from the information-theoretic perspective, wherein one is interested in the optimal decay rate…”
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Quantum Zeno effect for open quantum systems by Becker, Simon, Datta, Nilanjana, Salzmann, Robert

“…We prove the quantum Zeno effect in open quantum systems whose evolution, governed by quantum dynamical semigroups, is repeatedly and frequently interrupted by…”
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Derivation of 3D energy-critical nonlinear Schr\"odinger equation and Bogoliubov excitations for Bose gases by Nam, Phan Thành, Salzmann, Robert

“…We derive the 3D quintic NLS as the mean field limit of a Bose gas with three-body interactions. The quintic NLS is energy-critical, leading to several new…”
Get full text