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Our main result is that any quantum channel mapping states on some input Hilbert space <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mi mathvariant=\"normal\">A<\/mml:mi><\/mml:mrow><\/mml:math> to states on some output Hilbert space <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mi mathvariant=\"normal\">B<\/mml:mi><\/mml:mrow><\/mml:math> can be compressed into one with order <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mml:mi>d<\/mml:mi><mml:mi>log<\/mml:mi><mml:mo>&amp;#x2061;<\/mml:mo><mml:mi>d<\/mml:mi><\/mml:math> Kraus operators, where <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mml:mi>d<\/mml:mi><mml:mo>=<\/mml:mo><mml:mo movablelimits=\"true\" form=\"prefix\">max<\/mml:mo><mml:mo stretchy=\"false\">(<\/mml:mo><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mi mathvariant=\"normal\">A<\/mml:mi><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><mml:mo>,<\/mml:mo><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mi mathvariant=\"normal\">B<\/mml:mi><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><mml:mo stretchy=\"false\">)<\/mml:mo><\/mml:math>, hence much less than <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mi mathvariant=\"normal\">A<\/mml:mi><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mi mathvariant=\"normal\">B<\/mml:mi><\/mml:mrow><mml:mrow class=\"MJX-TeXAtom-ORD\"><mml:mo stretchy=\"false\">|<\/mml:mo><\/mml:mrow><\/mml:math>. In the case where the channel's outputs are all very mixed, this can be improved to order <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mml:mi>d<\/mml:mi><\/mml:math>. We discuss the optimality of this result as well as some consequences.<\/jats:p>","DOI":"10.22331\/q-2024-04-30-1320","type":"journal-article","created":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T12:48:25Z","timestamp":1714481305000},"page":"1320","update-policy":"http:\/\/dx.doi.org\/10.22331\/q-crossmark-policy-page","source":"Crossref","is-referenced-by-count":2,"title":["Approximating quantum channels by completely positive maps with small Kraus rank"],"prefix":"10.22331","volume":"8","author":[{"given":"C\u00e9cilia","family":"Lancien","sequence":"first","affiliation":[{"name":"Institut Fourier & CNRS, Universit\u00e9 Grenoble Alpes, 38610 Gi\u00e8res, France"}]},{"given":"Andreas","family":"Winter","sequence":"additional","affiliation":[{"name":"Departament de F\u00edsica: Grup d\u2019Informaci\u00f3 Qu\u00e0ntica, Universitat Aut\u00f2noma de Barcelona, 08193 Bellaterra (Barcelona), Spain"},{"name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats, 08010 Barcelona, Spain"}]}],"member":"9598","published-online":{"date-parts":[[2024,4,30]]},"reference":[{"key":"0","doi-asserted-by":"publisher","unstructured":"Dorit Aharonov, Alexei Kitaev, Noam Nisan. 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