Publications
Book
D. Sutter; Approximate quantum Markov chains; SpringerBriefs in Mathematical Physics [Springer] also available at [arXiv]
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PhD thesis
D. Sutter; Approximate quantum Markov chains; ETH Zurich, Institute for Theoretical Physics, 2018, available at [ETH Library]
ETH Medal for outstanding doctoral thesis and Thomas M. Cover dissertation award (IEEE Information Theory Society)
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Preprints
(33) M. Datres, GP Leonardi, A. Figalli, D. Sutter; A two-scale complexity measure for deep learning models; preprint available at [arXiv]
(32) L. Schmitt, C. Piveteau, D. Sutter; Circuit cutting with multiple two-qubit unitaries; preprint available at [arXiv]
(31) L. Brenner, C. Piveteau, D. Sutter; Optimal wire cutting with classical communication; preprint available at [arXiv]
(30) A. Abbas, D. Sutter, A. Figalli, S. Woerner; Effective dimension of machine learning models; preprint available at [arXiv]
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Published articles
(29) G. Gentinetta, A. Thomsen, D. Sutter, S. Woerner; The complexity of quantum support vector machines; Quantum [DOI, arXiv]
(28) C. Zoufal, D. Sutter, S. Woerner; Error Bounds for Variational Quantum Time Evolution; Physical Review Applied [DOI, arXiv]
(27) C. Piveteau, D. Sutter; Circuit knitting with classical communication; IEEE Transactions on Information Theory [DOI, arXiv ]; Talk at QIP 2023
(26) M. Berta, D. Sutter, M. Walter; Quantum Brascamp-Lieb Dualities; Communications in Mathematical Physics [DOI, arXiv]
(25) T. Metger, O. Fawzi, D. Sutter, R. Renner; Generalised entropy accumulation; FOCS [DOI, arXiv], Short Plenary Talk at QIP 2023
(24) M. Lemm, D. Sutter; Quantitative lower bounds on the Lyapunov exponent from multivariate matrix inequalities; Analysis and Mathematical Physics [DOI, arXiv]
(23) C. Piveteau, D. Sutter, S. Woerner; Quasiprobability decompositions with reduced sampling overhead; npj Quantum Information [DOI, arXiv]
(22) R. Iten, R. Moyard, T. Metger, D. Sutter, S. Woerner; Exact and practical pattern matching for quantum circuit optimization; ACM Transactions on Quantum Computing [DOI, arXiv]
(21) C. Piveteau, D. Sutter, S. Bravyi, J. M. Gambetta, K. Temme; Error mitigation for universal gates on encoded qubits; Physical Review Letters [DOI, arXiv]; Talk at QIP 2022
(20) A. Abbas, D. Sutter, C. Zoufal, A. Lucchi, A. Figalli, S. Woerner; The power of quantum neural networks; Nature Computational Science [DOI, arXiv]; cover story & editor's suggestions
(19) D. Sutter, O. Fawzi, R. Renner; Bounds on Lyapunov exponents via entropy accumulation; IEEE Transactions on Information Theory [DOI, arXiv]
(18) K. Fang, O. Fawzi, R. Renner, D. Sutter; A chain rule for the quantum relative entropy; Physical Review Letters [DOI, arXiv]; Talk at QIP 2020
(17) F. Buscemi, D. Sutter, M. Tomamichel; An information-theoretic treatment of quantum dichotomies; Quantum [DOI, arXiv]; Talk at QIP 2020
(16) T. Sutter, D. Sutter, P. Mohajerin Esfahani, J. Lygeros; Generalized maximum entropy estimation; Journal of Machine Learning Research [DOI, arXiv]
(15) D. Sutter, R. Renner; Necessary criterion for approximate recoverability; Annals of Henri Poincaré [DOI, arXiv]
(14) M. Junge, R. Renner, D. Sutter, M. M. Wilde, A. Winter; Universal recovery maps and approximate sufficiency of quantum relative entropy; Annals of Henri Poincaré [DOI, arXiv]; Conference version: IEEE International Symposium on Information Theory [DOI, arXiv]; Annals Henri Poincaré Prize 2018; Talk at QIP 2016 [video]
(13) D. Sutter, V. B. Scholz, A. Winter, R. Renner; Approximate Degradable Quantum Channels; IEEE Transactions on Information Theory [DOI, arXiv]; Conference version: IEEE International Symposium on Information Theory [DOI, arXiv]; Talk at QIP 2016 [video]
(12) T. Sutter, D. Sutter, J. Lygeros; Capacity of Random Channels with Large Alphabets; Advances in Mathematics of Communications [DOI , arXiv]; Conference version: 52nd Annual Allerton Conference on Communications, Control, and Computing [DOI, arXiv]
(11) R. Iten, J. M. Renes, D. Sutter; Pretty good measures in quantum information theory; IEEE Transactions on Information Theory [DOI, arXiv]; Conference version: IEEE International Symposium on Information Theory [DOI, arXiv]
(10) D. Sutter, M. Berta, M. Tomamichel; Multivariate Trace Inequalities; Communications in Mathematical Physics [DOI, arXiv]; Conference version: IEEE International Symposium on Information Theory, 2017 [DOI, arXiv]; Talk at QIP 2017 [video]
(9) D. Sutter, M. Tomamichel, A. W. Harrow; Strengthened Monotonicity of Relative Entropy via Pinched Petz Recovery Map; IEEE Transactions on Information Theory [DOI, arXiv]; Conference version: IEEE International Symposium on Information Theory, 2016 [DOI, arXiv]; Jack Keil Wolf ISIT Student Paper Award
(8) D. Sutter, O. Fawzi, R. Renner; Universal recovery map for approximate Markov chains; Proceedings of the Royal Society A [DOI, arXiv]; Talk at QIP 2016 [video]
(7) D. Sutter, T. Sutter, P. Mohajerin Esfahani, R. Renner; Efficient Approximation of Quantum Channel Capacities; IEEE Transactions on Information Theory [DOI, arXiv]
(6) J. M. Renes, D. Sutter, S. H. Hassani; Alignment of Polarized Sets; IEEE Journal on Selected Areas in Communications [DOI, arXiv]; Conference version: IEEE International Symposium on Information Theory [DOI, arXiv]
(5) T. Sutter, D. Sutter, P. Mohajerin Esfahani, J. Lygeros; Efficient Approximation of Channel Capacities; IEEE Transactions on Information Theory [DOI, arXiv]; Conference version (I): IEEE International Symposium on Information Theory [DOI, arXiv]; Conference version (II): IEEE International Symposium on Information Theory [DOI, arXiv]
(4) J. M. Renes, D. Sutter, F. Dupuis, R. Renner; Efficient Quantum Polar Codes Requiring No Preshared Entanglement; IEEE Transactions on Information Theory [DOI, arXiv]; Conference version: IEEE International Symposium on Information Theory, [DOI, arXiv]; Jack Keil Wolf ISIT Student Paper Finalist
(3) D. Sutter, J. M. Renes; Universal polar codes for more capable and less noisy channels and sources; IEEE International Symposium on Information Theory [DOI, arXiv]
(2) J. M. Renes, R. Renner, D. Sutter; Efficient One-Way Secret-Key Agreement and Private Channel Coding via Polarization; ASIACRYPT [DOI, arXiv]
(1) D. Sutter, J. M. Renes, F. Dupuis, R. Renner; Achieving the Capacity of any DMC using only Polar Codes;IEEE Information Theory Workshop [DOI, arXiv]
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Unpublished notes
(i) D. Sutter, G. Nannicini, T. Sutter, S. Woerner; Quantum Legendre-Fenchel Transform; preprint available at [arXiv]
(ii) D. Sutter, G. Nannicini, T. Sutter, S. Woerner; Quantum speedups for convex dynamic programming; preprint available at [arXiv]