{"id":1621,"date":"2022-06-14T00:59:35","date_gmt":"2022-06-14T00:59:35","guid":{"rendered":"https:\/\/sofianaudry.com\/?page_id=1621"},"modified":"2025-10-23T21:55:13","modified_gmt":"2025-10-23T21:55:13","slug":"publications","status":"publish","type":"page","link":"https:\/\/sofianaudry.com\/fr\/publications\/","title":{"rendered":"publications"},"content":{"rendered":"\t\t
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publications<\/h2>\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\t\t
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LIVRE<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Art in the Age of Machine Learning (<\/strong>2021, MIT Press)<\/strong><\/h3>

\u00c9dition en Chinois Standard: 2025, Huazhong University of Science and Technology Press<\/p>

Avant-propos de Yoshua Bengio<\/a>.<\/p>

Un regard contemporain sur l’apprentissage automatique et ses pratiques dans l’art et la musique num\u00e9riques.<\/strong><\/p>

Au cours de la derni\u00e8re d\u00e9cennie, un mouvement artistique a vu le jour, s’appuyant sur l’apprentissage automatique comme source d’inspiration et comme moyen d’expression. Dans ce livre, l’artiste-chercheur transdisciplinaire Sofian Audry examine les pratiques artistiques \u00e0 l’intersection de l’apprentissage automatique et de l’art des nouveaux m\u00e9dias, fournissant des outils conceptuels et des perspectives historiques aux artistes, musiciens, compositeurs, \u00e9crivains, conservateurs et th\u00e9oriciens des nouveaux m\u00e9dias. Audry examine des \u0153uvres issues d’un large \u00e9ventail de pratiques, notamment l’installation de nouveaux m\u00e9dias, l’art robotique, l’art visuel, la musique et le son \u00e9lectroniques, et la litt\u00e9rature \u00e9lectronique, reliant l’art de l’apprentissage automatique \u00e0 des pratiques artistiques ant\u00e9rieures telles que l’art cybern\u00e9tique, l’art de la vie artificielle et l’art \u00e9volutionnaire.<\/p>

Pour plus d’information et pour commander<\/a><\/p>

\u00ab Audry replace l’apprentissage automatique dans un contexte historique et d\u00e9fend de mani\u00e8re provocante son potentiel artistique unique. Formidable source d’ancrages th\u00e9oriques et de conseils m\u00e9thodologiques, ce livre sait \u00eatre utile tant pour aux chercheurs qu’aux artistes. \u00bb<\/em> (Allison Parrish, Professeure assistante en art, NYU ITP\/IMA)<\/h5>
\u00ab Sofian Audry d\u00e9montre avec force que l’imagination, le travail et la conscience socio-politique aigu\u00eb des artistes sont bien vivants \u00e0 l’\u00e8re de l’apprentissage automatique. \u00bb (Chris Salter, Professeur en art num\u00e9rique, Concordia University, Montr\u00e9al; auteur de Entangled)<\/h5>
\u00ab La capacit\u00e9 d’apprendre, de s’adapter, voire d’innover ou de \u00ab\u00a0cr\u00e9er\u00a0\u00bb est devenue un enjeu majeur de l’apprentissage automatique. Audry explore les dimensions th\u00e9oriques et \u00e9thiques de ces questions dans cette plong\u00e9e dans le comportement, l’adaptabilit\u00e9 et la m\u00e9tamorphose des syst\u00e8mes informatiques. \u00bb<\/em> (Simon Penny, Professeur, University of California, Irvine; auteur de Making Sense)<\/h5>\t\t\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
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ARTICLES ET CHAPITRES DE LIVRES<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Audry, Sofian, Victor Drouin-Trempe & Ola Siebert (2023). \u201cThe Strangest Music in the World: Self-Supervised Creativity and Nostalgia for the Future in Robotic Rock Band \u2018The Three Sirens\u2019\u201d<\/a>. MDPI Arts 12(1).<\/p>

Audry, Sofian (2022). \u201cAI for Good: Why Artists Are Key to Improving Machine Learning Technologies\u201d<\/a>. T\\LT West.<\/p>

Hagler, Jo\u2019Elen, ChiHyeong Kim, Pierre Kateb, JeeYeon Yeu, No\u00e9my Gagnon-Lafrenais, Erin Gee, Sofian Audry & Fabio Cicoira. (2022). \u201cFlexible and Stretchable Printed Conducting Polymer Devices for Electrodermal Activity Measurements\u201d<\/a>. Flexible and Printed Electronics 7(1).<\/p>

Audry, Sofian (2021). \u201cAglaopheme. Version 0.2\u201d, in Le Comportement des Choses<\/a>. Quinz, Emanuele (Ed). Les Presses du R\u00e9el, Paris, France. pp. 164\u2013171.<\/p>

Audry, Sofian (2021). \u201cBehavior Morphologies of Machine Learning Agents in Media Artworks\u201d<\/a>, Leonardo, 54(3), pp. 269\u2013273.<\/p>

Armand, Edwige, Sofian Audry, Fr\u00e9d\u00e9rick Garcia et Maurizio TeZ Martinucci (2020). \u201cWho is Speaking ? Artscience Stagings of Nonhuman Sentience\u201d, ISEA 2020 Conference proceedings, Montr\u00e9al, Canada.<\/p>

Gee, Erin, Alex M. Lee & Sofian Audry (2020). \u201cPlaying with Emotions : Biosignal-based Control in Virtual Reality Game Project H.E.A.R.T.\u201d, ISEA 2020 Conference Proceedings, Montr\u00e9al, Canada.<\/p>

Audry, Sofian (2020). \u201cLa mat\u00e9rialit\u00e9 r\u00e9v\u00e9latrice de l\u2019apprentissage automatique\u201d, ESPACE art actuel, \u201cIA – Art sans artistes\u201d, No 124.<\/p>

Audry, Sofian & Jon Ippolito (2019). \u201cCan Artificial Intelligence Make Art without Artists ? Ask the Viewer\u201d<\/a>, MDPI Arts 8(1).<\/p>

Gee, Erin & Sofian Audry (2019). \u201cAutomation as Echo\u201d<\/a>, ASAP\/Journal.<\/p>

Audry, Sofian (2019).\u00a0\u201cUnrolling the Learning Curve : Aesthetics of Adaptive Behaviors with Deep Recurrent Nets for Text Generation\u201d<\/a>, International Symposium on Computational Media Art 2019 Conference proceedings, Hong Kong, Chine.<\/p>

Audry, Sofian (2018).\u00a0\u201cfor the sleepers in that quiet earth. : Experiencing the Behavior of a Deep Learning Neural Network Agent through a Generative Artbook\u201d<\/a>, ISEA 2018 Conference proceedings, Durban, Afrique du Sud.<\/p>

Salter, Chris & Sofian Audry (2018). \u201cTowards Probabilistic Worldmaking : Xenakis, n-Polytope and the Cybernetic Path to Chaos\u201d, in Worldmaking as Techn\u00e9 : Exploring Worlds of Participatory Art, Architecture, and Music. de Campo, A., Hosale, M., Murrani, S. (Eds). Riverside Architectural Press, Toronto, Canada.<\/p>

Audry, Sofian (2018).\u00a0\u201cAesthetics of Adaptive Behaviors in Embodied Agents\u201d<\/a>, Body of Knowledge 2016 Conference proceedings, UCI, Irvine, \u00c9tats-Unis.<\/p>

Audry, Sofian et al. (2017).\u00a0\u201c256-Byte Creative Programs\u201d<\/a>\u00a0(TROPE-17-02), The Trope Tank, MIT, Cambridge, \u00c9tats-Unis.<\/p>

Audry, Sofian (2016).\u00a0\u201cAesthetics of Adaptive Behaviors in Agent-based Art\u201d<\/a>, ISEA 2016 Conference proceedings, Hong Kong, Chine.<\/p>

Audry, Sofian (2010). \u201cAbsences : Public Art Interventions in Natural Spaces using Autonomous Electronic Devices\u201d, ISEA 2010 Conference Proceedings, pp. 469\u2013471. Ruhr, Allemagne.<\/p>

Bengio, Yoshua & Jean-S\u00e9bastien Sen\u00e9cal (2008). \u201cAdaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model\u201d IEEE Transactions on Neural Networks, 19(4), pp. 713\u2013722.<\/p>

Bengio, Yoshua et al. (2006). \u201cNeural probabilistic language models\u201d, Studies in Fuzziness and Soft Computing, Vol 194, p. 137-186, Berlin, Allemagne.<\/p>

Bengio, Yoshua & Jean-S\u00e9bastien Sen\u00e9cal (2003). \u201cQuick Training of Probabilistic Neural Nets by Importance Sampling\u201d. Ninth International Workshop on Artificial Intelligence and Statistics, Society for Artificial Intelligence and Statistics, Key West, Floride.<\/p>\t\t\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

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M\u00c9MOIRES ET TH\u00c8SES<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Sen\u00e9cal, Jean-S\u00e9bastien (2016).\u00a0Machines That Learn : Aesthetics of Adaptive Behaviors in Agent-based Art<\/a>. Th\u00e8se de doctorat, Concordia University, Montr\u00e9al. 307 pages.<\/p>

Sen\u00e9cal, Jean-S\u00e9bastien (2010).\u00a0Une exploration des processus d\u2019assignation identitaires \u00e0 travers une exp\u00e9rience interactive<\/a>. M\u00e9moire de ma\u00eetrise, \u00c9cole des M\u00e9dias, Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al, Montr\u00e9al. 40 pages.<\/p>

2003 Sen\u00e9cal, Jean-S\u00e9bastien (2003).\u00a0Acc\u00e9l\u00e9rer l\u2019entra\u00eenement d\u2019un mod\u00e8le non-param\u00e9trique de densit\u00e9 non normalis\u00e9e par \u00e9chantillonnage al\u00e9atoire<\/a>. M\u00e9moire de ma\u00eetrise, D\u00e9partement d\u2019Informatique et de Recherche Op\u00e9rationelle, Universit\u00e9 de Montr\u00e9al, Montr\u00e9al. 91 pages.<\/p>\t\t\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

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publications LIVRE Art in the Age of Machine Learning (2021, MIT Press) \u00c9dition en Chinois Standard: 2025, Huazhong University of Science and Technology Press Avant-propos de Yoshua Bengio. Un regard contemporain sur l’apprentissage automatique et ses pratiques dans l’art et la musique num\u00e9riques. Au cours de la derni\u00e8re d\u00e9cennie, un mouvement artistique a vu le […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1621","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\npublications - Sofian Audry<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sofianaudry.com\/fr\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"publications - Sofian Audry\" \/>\n<meta property=\"og:description\" content=\"publications LIVRE Art in the Age of Machine Learning (2021, MIT Press) \u00c9dition en Chinois Standard: 2025, Huazhong University of Science and Technology Press Avant-propos de Yoshua Bengio. Un regard contemporain sur l’apprentissage automatique et ses pratiques dans l’art et la musique num\u00e9riques. Au cours de la derni\u00e8re d\u00e9cennie, un mouvement artistique a vu le […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sofianaudry.com\/fr\/publications\/\" \/>\n<meta property=\"og:site_name\" content=\"Sofian Audry\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/sofianaudry\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-23T21:55:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sofianaudry.com\/wp-content\/uploads\/2022\/06\/AAoML-Cover.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"550\" \/>\n\t<meta property=\"og:image:height\" content=\"785\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/\",\"url\":\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/\",\"name\":\"publications - Sofian Audry\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sofianaudry.com\\\/wp-content\\\/uploads\\\/2022\\\/06\\\/AAoML-Cover.jpg\",\"datePublished\":\"2022-06-14T00:59:35+00:00\",\"dateModified\":\"2025-10-23T21:55:13+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/#primaryimage\",\"url\":\"https:\\\/\\\/sofianaudry.com\\\/wp-content\\\/uploads\\\/2022\\\/06\\\/AAoML-Cover.jpg\",\"contentUrl\":\"https:\\\/\\\/sofianaudry.com\\\/wp-content\\\/uploads\\\/2022\\\/06\\\/AAoML-Cover.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/fr\\\/publications\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/sofianaudry.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"publications\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/#website\",\"url\":\"https:\\\/\\\/sofianaudry.com\\\/\",\"name\":\"Sofian Audry\",\"description\":\"Art num\u00e9rique\",\"publisher\":{\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/sofianaudry.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/#organization\",\"name\":\"Sofian Audry\",\"url\":\"https:\\\/\\\/sofianaudry.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/sofianaudry.com\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/logo-sofian-audry-600x400-1.png\",\"contentUrl\":\"https:\\\/\\\/sofianaudry.com\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/logo-sofian-audry-600x400-1.png\",\"width\":600,\"height\":400,\"caption\":\"Sofian Audry\"},\"image\":{\"@id\":\"https:\\\/\\\/sofianaudry.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"http:\\\/\\\/www.facebook.com\\\/sofianaudry\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"publications - Sofian Audry","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sofianaudry.com\/fr\/publications\/","og_locale":"fr_FR","og_type":"article","og_title":"publications - Sofian Audry","og_description":"publications LIVRE Art in the Age of Machine Learning (2021, MIT Press) \u00c9dition en Chinois Standard: 2025, Huazhong University of Science and Technology Press Avant-propos de Yoshua Bengio. 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