{"id":39,"date":"2020-03-08T03:28:22","date_gmt":"2020-03-08T03:28:22","guid":{"rendered":"https:\/\/quantml.lis-lab.fr\/?page_id=39"},"modified":"2020-05-28T23:29:49","modified_gmt":"2020-05-28T23:29:49","slug":"home","status":"publish","type":"page","link":"https:\/\/quantml.lis-lab.fr\/","title":{"rendered":"

QuantML<\/h1>

Quantum Machine Learning: Foundations and Algorithms<\/h3>"},"content":{"rendered":"\n

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QuantML<\/strong> is a scientific project funded by the French National Research Agency<\/a> (ANR) under a JCJC Starting Grant (2019-2023) and coordinated by Hachem Kadri<\/a> at Aix-Marseille University<\/a> (AMU).<\/p>\n\n\n\n

The project is a collaboration between the Machine Learning group (QARMA<\/a>) and the Natural Computing group (CANA<\/a>) of the Laboratoire d’Informatique et Syst\u00e8mes de Marseille (LIS<\/a>), a CNRS<\/a>–AMU<\/a> joint research unit. <\/p>\n\n\n\n

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News<\/h3>\n\n\n\n

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22<\/span><\/h2>\r\n\t\t\t\t\t\t\t\t

Sep 23<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t\t

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Our paper on \u201cDeep Learning with Kernels through RKHM and the Perron-Frobenius Operator\u201d got accepted at NeurIPS-2023<\/a><\/h3>\t\t\t\t\t\t\t\t
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Our paper on \u201cOptimality conditions for spatial search with multiple marked vertices\u201d got accepted at Phys. Rev. Research<\/a><\/h3>\t\t\t\t\t\t\t\t
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A paper on “Large-Scale Quantum Separability Through a Reproducible Machine Learning Lens”. The preprint is available on ArXiv: https:\/\/arxiv.org\/abs\/2306.09444<\/a><\/h3>\t\t\t\t\t\t\t\t
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Our paper on \u201cLearning in RKHM: a C\u2217<\/sup>-Algebraic Twist for Kernel Machines\u201d got accepted at AISTATS-2023<\/a><\/h3>\t\t\t\t\t\t\t\t
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Meeting on Quantum Computing and Technologies @ Aix-Marseille University, November 18, 2022. Please see \u201cEvents\u201d for more details.<\/a><\/h3>\t\t\t\t\t\t\t\t
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May 22<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t\t

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Our paper on \u201cQuantum Perceptron Revisited: Computational-Statistical Tradeoffs\u201d got accepted at UAI-2022 (oral presentation, about %5 acceptance)<\/a><\/h3>\t\t\t\t\t\t\t\t
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30<\/span><\/h2>\r\n\t\t\t\t\t\t\t\t

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We are organizing the first workshop on Quantum Machine Learning at ECML-PKDD 2022. Please see “Events” for more details.<\/a><\/h3>\t\t\t\t\t\t\t\t
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Quantun Day @ Aix-Marseille University, November 26, 2021. Please see “Events” for more details.<\/a><\/h3>\t\t\t\t\t\t\t\t
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Jan 21<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t\t

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Our paper on \u201cEntangled Kernels – Beyond Separability\u201d got accepted at JMLR<\/a><\/h3>\t\t\t\t\t\t\t\t
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3<\/span><\/h2>\r\n\t\t\t\t\t\t\t\t

Jul 20<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t\t

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QuantML kickoff meeting will be held virtually on July 7, starting at 10:00 am. Please see “Events” for more details.<\/a><\/h3>\t\t\t\t\t\t\t\t
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\r\n\t\t\t\t1<\/span>\n2<\/a>\nNext »<\/a>\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\r\n\t<\/code><\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

QuantML is a scientific project funded by the French National Research Agency (ANR) under a JCJC Starting Grant (2019-2023) and coordinated by Hachem Kadri at Aix-Marseille University (AMU). The project is a collaboration between the Machine Learning group (QARMA) and the Natural Computing group (CANA) of the Laboratoire d’Informatique et Syst\u00e8mes de Marseille (LIS), a […]<\/p>\n","protected":false},"author":2,"featured_media":67,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-39","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/pages\/39","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/comments?post=39"}],"version-history":[{"count":48,"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/pages\/39\/revisions"}],"predecessor-version":[{"id":381,"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/pages\/39\/revisions\/381"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/media\/67"}],"wp:attachment":[{"href":"https:\/\/quantml.lis-lab.fr\/index.php\/wp-json\/wp\/v2\/media?parent=39"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}