{"id":7955,"date":"2026-04-22T14:20:55","date_gmt":"2026-04-22T18:20:55","guid":{"rendered":"https:\/\/lincslab.ca\/?p=7955"},"modified":"2026-05-30T22:26:45","modified_gmt":"2026-05-31T02:26:45","slug":"qml-workshop-2026","status":"publish","type":"post","link":"https:\/\/lincslab.ca\/fr\/qml-workshop-2026\/","title":{"rendered":"Reflections on our Quantum ML Workshop"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"7955\" class=\"elementor elementor-7955\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0e08be1 e-flex e-con-boxed e-con e-parent\" data-id=\"0e08be1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e680ac elementor-widget elementor-widget-spacer\" data-id=\"5e680ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7386984 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7386984\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ec68fcd\" data-id=\"ec68fcd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fb42150 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"fb42150\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><strong data-start=\"164\" data-end=\"245\"> Reflections on our Quantum ML Workshop<\/strong><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ec076b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6ec076b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2bd914b e-con-full e-flex e-con e-parent\" data-id=\"2bd914b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3db1ef4 e-con-full e-flex e-con e-child\" data-id=\"3db1ef4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ce2df8 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"5ce2df8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1663\" height=\"926\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-6-1.jpg\" class=\"attachment-full size-full wp-image-8394\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-6-1.jpg 1663w, https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-6-1-300x167.jpg 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-6-1-1024x570.jpg 1024w, https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-6-1-768x428.jpg 768w, https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-6-1-1536x855.jpg 1536w, https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-6-1-18x10.jpg 18w\" sizes=\"(max-width: 1663px) 100vw, 1663px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-463f7c2 e-con-full e-flex e-con e-child\" data-id=\"463f7c2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70e92f1 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"70e92f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>On April 17, 2026, Lincs lab hosted a workshop titled <em data-start=\"349\" data-end=\"447\">\"<strong>Advances in Quantum Machine Learning for Network Anomaly Detection and Time-Series Forecasting<\/strong>\u201d<\/em> at Polytechnique Montr\u00e9al, with both onsite and online participats from 13 universities and to industry professionals across various companies.<\/p><p>Organized in celebration of <strong data-start=\"551\" data-end=\"566\">Quantum Day<\/strong>, the event brought together researchers, students, and industry professionals to explore the rapidly evolving intersection of <strong data-start=\"693\" data-end=\"714\">quantum computing<\/strong>, <strong data-start=\"716\" data-end=\"736\">machine learning<\/strong>, et <strong data-start=\"742\" data-end=\"759\">cybersecurity<\/strong>.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8a0e806 e-con-full e-flex e-con e-parent\" data-id=\"8a0e806\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-38f6189 e-con-full e-flex e-con e-child\" data-id=\"38f6189\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6e163b0 e-con-full e-flex e-con e-child\" data-id=\"6e163b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f04a489 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"f04a489\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Participants engaged with recent advances in quantum machine learning through our speakers talks and pannel discssions on various topics including: Quantum reservoir computing, Quantum recurrent neural networks, Gate-based quantum models, AI-assisted quantum circuit optimization.<\/p><p>We would like to sincerely thank our panel members and speakers for their valuable contributions and insights: <a href=\"https:\/\/www.linkedin.com\/in\/soumaya-cherkaoui-b0522821\/\">Soumaya Cherkaoui<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/olaahmad\/\">Ola Ahmad<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/shengrui-wang-83739328\/\">Shengrui Wang<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/cassandre-notton-69ba6a131\/\">Cassandre Notton<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/wajdi404\/\">Wajdi Hammami<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/wissal-hamhoum-3b7aa7197\/\">Wissal Hamhoum<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/alexis-vieloszynski-12694a254\/\">Alexis Vieloszynski<\/a>, <a href=\"https:\/\/www.linkedin.com\/in\/abdallah-aaraba\/\">Abdallah Aaraba<\/a>.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4b41dd3 e-con-full e-flex e-con e-parent\" data-id=\"4b41dd3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d35301 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"4d35301\" data-element_type=\"widget\" data-e-type=\"widget\" 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e-con e-parent\" data-id=\"cf7418a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1745307 elementor-widget elementor-widget-html\" data-id=\"1745307\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/lincslab.ca\/en\/qml-workshop-2026\/\" \r\n   target=\"_blank\" \r\n   rel=\"noopener noreferrer\">\r\n  <button style=\"padding: 10px 16px; background-color: #0A66C2; color: white; border: none; border-radius: 4px; cursor: pointer;\">\r\n    Share on LinkedIn \u2197\ufe0f\r\n  <\/button>\r\n<\/a>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>On April 17, 2026, Lincs lab hosted a workshop titled \u201cAdvances in Quantum Machine Learning for Network Anomaly Detection and Time-Series Forecasting\u201d at Polytechnique Montr\u00e9al, with both onsite and online participats from 13 universities and to industry professionals across various companies.<\/p>","protected":false},"author":26,"featured_media":7966,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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