{"id":14,"date":"2018-08-27T13:11:47","date_gmt":"2018-08-27T13:11:47","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=14"},"modified":"2021-04-15T12:45:55","modified_gmt":"2021-04-15T12:45:55","slug":"publications","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=14","title":{"rendered":"Publications"},"content":{"rendered":"<p>I wrote once a few words about publication policy\u00a0<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=22\">here<\/a>. It deals with author names ordering, bibliometry, and open access.<\/p>\n<h2><span style=\"color: ff9900;\">Book Chapter<\/span><\/h2>\n<p>\u00ab\u00a0Efficiency in the identification in the limit paradigm\u00a0\u00bb, R\u00e9mi Eyraud, Jeffrey Heinz, Ryo Yoshinaka, in Topics in Grammatical Inference, Jeffrey Heinz and Jos\u00e9 M. Sempere (Eds.), Springer, 2016, (<a href=\"http:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/en\/Chapter-Efficiency.pdf\">personal version<\/a>).<\/p>\n<h2><span style=\"color: ff9900;\">Journals<\/span><\/h2>\n<ul>\n<li>Machine Learning Journal, \u00ab\u00a0Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach\u00a0\u00bb, R\u00e9mi Eyraud, St\u00e9phane Ayache, <em>accepted January 2021<\/em>, (<a href=\"https:\/\/arxiv.org\/abs\/2009.13101\">authors&rsquo; version<\/a>).<\/li>\n<li>Cancers, \u00ab\u00a0An AI-powered blood test to detect cancer using nanoDSF\u00a0\u00bb, Philipp O. Tsvetkov, R\u00e9mi Eyraud, St\u00e9phane Ayache, Anton A. Bougaev, Soazig Malesinski,\u00a0 Hamed Benazha, Svetlana Gorokhova, Christophe Buffat, Caroline Dehais, Marc Sanson, Franck Bielle, Dominique Figarella Branger, Olivier Chinot, Emeline Tabouret, Fran\u00e7ois Devred, <em>March 2021,<\/em> (<a href=\"https:\/\/www.mdpi.com\/2072-6694\/13\/6\/1294\">online version<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Fundamenta Informaticae,\u00a0<\/span><span style=\"color: 000003;\">\u00ab\u00a0Designing and Learning Substitutable Plane Graph Grammars\u00a0\u00bb,\u00a0<\/span>R\u00e9mi Eyraud, Jean-Christophe Janodet, Tim Oates, Fr\u00e9d\u00e9ric Papadopoulos,\u00a0<i>November 2016<\/i>, (<a href=\"http:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/en\/designing-learning-substitutable.pdf\">submitted version<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Transactions of the Association for Computational Linguistics,\u00a0<\/span><span style=\"color: 000003;\">\u00ab\u00a0Learning Strictly Local Subsequential Functions\u00a0\u00bb,\u00a0<\/span>Jane Chandlee, R\u00e9mi Eyraud, Jeffrey Heinz, <i>November 2014<\/i>, (<a href=\"http:\/\/tacl2013.cs.columbia.edu\/ojs\/index.php\/tacl\/article\/view\/429\/84\">online version<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/TACL-2014.bib\">bibtex<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Machine Learning Journal,\u00a0<\/span><span style=\"color: 000003;\">\u00ab\u00a0PAutomaC: a probabilistic automata and hidden Markov models learning competition\u00a0\u00bb,\u00a0<\/span>Sicco Verwer, R\u00e9mi Eyraud, Colin de la Higuera.\u00a0<i>July 2014<\/i>, (<a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-01399415v1\">authors&rsquo; version<\/a>,\u00a0<a href=\"https:\/\/grammarlearning.org\/pautomac\/\">mirror for the data<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Journal of Machine Learning Research,\u00a0<\/span><span style=\"color: 000003;\">\u00ab\u00a0Using Contextual Representations to Efficiently Learn Context-Free Languages\u00a0\u00bb,\u00a0<\/span>Alexander Clark, R\u00e9mi Eyraud, Amaury Habrard.\u00a0<i>October 2010<\/i>, (<a href=\"http:\/\/jmlr.csail.mit.edu\/papers\/volume11\/clark10a\/clark10a.pdf\">online version<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Journal of Machine Learning Research,\u00a0<\/span><span style=\"color: 000003;\">\u00ab\u00a0Polynomial identification in the limit of context-free substitutable languages\u00a0\u00bb,\u00a0<\/span>Alexander Clark, R\u00e9mi Eyraud.\u00a0<i>August 2007<\/i>\u00a0(<a href=\"http:\/\/www.jmlr.org\/papers\/volume8\/clark07a\/clark07a.pdf\">on line version<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Machine Learning Jounal,\u00a0<\/span><span style=\"color: 000003;\">\u00ab\u00a0LARS: a Learning Algorithm for Rewriting Systems\u00a0\u00bb,\u00a0<\/span>R\u00e9mi Eyraud, Colin de la Higuera, Jean-Christophe Janodet.\u00a0<i>January 2007<\/i> (<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10994-006-9593-8\">on-line version<\/a>)<\/li>\n<\/ul>\n<h2><span style=\"color: ff9900;\">Conferences<\/span><\/h2>\n<ul>\n<li>MoL&rsquo;19: \u00ab\u00a0Learning with Partially Ordered Representations\u00a0\u00bb, Jane Chandlee, Remi Eyraud, Jeffrey Heinz, Adam Jardine, Jonathan Rawski,\u00a0<a href=\"https:\/\/www.aclweb.org\/anthology\/volumes\/W19-57\/\">Proceedings of the 16th Meeting on the Mathematics of Language<\/a>, (<a href=\"https:\/\/www.aclweb.org\/anthology\/W19-5708.pdf\">article<\/a>, <a href=\"https:\/\/www.aclweb.org\/anthology\/W19-5708.bib\">bibtex<\/a>)<\/li>\n<li>ICGI&rsquo;18: \u00ab\u00a0Explaining black boxes on sequential data using weighted automata\u00a0\u00bb,\u00a0St\u00e9phane Ayache, R\u00e9mi Eyraud, No\u00e9 Goudian, <a href=\"http:\/\/icgi2018.pwr.edu.pl\/\">14th International Conference on Grammatical Inference<\/a>, (<a href=\"http:\/\/proceedings.mlr.press\/v93\/ayache19a.html\">article<\/a>, <a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/RNN2WA-simple.tar.gz\">python demo code<\/a>)<\/li>\n<li><span style=\"color: 000000;\">ICGI&rsquo;16:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Sp2Learn: A Toolbox for the Spectral Learning of Weighted Automata\u00a0\u00bb<\/span>, Denis Arrivault, Dominique, Benielli, Fran\u00e7ois Denis, R\u00e9mi Eyraud,<a href=\"http:\/\/icgi2016.tudelft.nl\/\">\u00a013th International Conference on Grammatical Inference<\/a>\u00a0(<a href=\"http:\/\/proceedings.mlr.press\/v57\/arrivault16.html\">article including bibtex<\/a>)<\/li>\n<li><span style=\"color: 000000;\">ICGI&rsquo;16:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence\u00a0\u00bb<\/span>, Borja Balle, R\u00e9mi Eyraud, Franco M. Luque, Ariadna Quattoni, Sicco Verwer,\u00a0<a href=\"http:\/\/icgi2016.tudelft.nl\/\">13th International Conference on Grammatical Inference<\/a>\u00a0(<a href=\"http:\/\/proceedings.mlr.press\/v57\/balle16.pdf\">article including bibtex<\/a>)<\/li>\n<li><span style=\"color: 000000;\">MoL&rsquo;15:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Output Strictly Local Functions\u00a0\u00bb<\/span>, Jane Chandlee, R\u00e9mi Eyraud, Jeffrey Heinz\u00a0<a href=\"https:\/\/aclweb.org\/anthology\/sigmol.html#2015_0\">, 14th Meeting on the Mathematics of Language<\/a>\u00a0(<a href=\"https:\/\/aclweb.org\/anthology\/W\/W15\/W15-2310.pdf\">.pdf<\/a>,\u00a0<a href=\"https:\/\/aclweb.org\/anthology\/W\/W15\/W15-2310.bib\">bibtex<\/a><span style=\"color: 000000;\">)<\/span><\/li>\n<li><span style=\"color: 000000;\">ICGI&rsquo;14:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Very efficient learning of structured classes of subsequential functions from positive data\u00a0\u00bb<\/span>, Adam Jardine, Jane Chandlee, R\u00e9mi Eyraud, Jeffrey Heinz\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/en\/www.iip.ist.i.kyoto-u.ac.jp\/icgi2014\/\">, The 12th International Colloquium on Grammatical Inference<\/a>\u00a0(<a href=\"http:\/\/jmlr.org\/proceedings\/papers\/v34\/jardine14a.pdf\">.pdf<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/ICGI-2014.bib\">bibtex<\/a>).<\/li>\n<li><span style=\"color: 000000;\">ICGI&rsquo;12:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Learning Substitutable Binary Plane Graph Grammars\u00a0\u00bb<\/span>, R\u00e9mi Eyraud, Jean-Christophe Janodet, Tim Oates\u00a0<a href=\"http:\/\/www.coral-lab.org\/icgi2012\/\">, The 11th International Colloquium on Grammatical Inference<\/a>\u00a0(<a href=\"http:\/\/proceedings.mlr.press\/v57\/arrivault16.html\">article including bibtex<\/a>).<\/li>\n<li><span style=\"color: 000000;\">ICGI&rsquo;12:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Results of the PAutomaC Probabilistic Automaton Learning Competition \u00ab\u00a0<\/span>, Sicco Verwer, R\u00e9mi Eyraud, Colin de la Higuera\u00a0<a href=\"http:\/\/www.coral-lab.org\/icgi2012\/\">, The 11th International Colloquium on Grammatical Inference<\/a>\u00a0(<a href=\"http:\/\/jmlr.csail.mit.edu\/proceedings\/papers\/v21verwer12a\/verwer12a.pdf\">.pdf<\/a>).<\/li>\n<li><span style=\"color: 000000;\">ICGI&rsquo;08:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0A Polynomial Algorithm for the Inference of Context Free Languages\u00a0\u00bb<\/span>, Alexander Clark, R\u00e9mi Eyraud, Amaury Habrard\u00a0<a href=\"http:\/\/icgi08.irisa.fr\/\">, The 9th International Colloquium on Grammatical Inference<\/a>\u00a0(<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/CBFG-ICGI08.pdf\">.pdf<\/a>).<\/li>\n<li><span style=\"color: 000000;\">CoNLL&rsquo;06:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Learning Auxiliary Fronting with Grammatical Inference\u00a0\u00bb<\/span>, Alexander Clark, R\u00e9mi Eyraud\u00a0<a href=\"http:\/\/www.cnts.ua.ac.be\/conll2006\/\">The 10th Conference on Computational Natural Language Learning<\/a>\u00a0(<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/conll06_bibtex.txt\">Bibtex<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/conll_clark_eyraud_06.pdf\">.pdf<\/a>).<\/li>\n<li><span style=\"color: 000000;\">CogSci&rsquo;06:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Learning Auxiliary Fronting with Grammatical Inference\u00a0\u00bb<\/span>, Alexander Clark, R\u00e9mi Eyraud\u00a0<a href=\"http:\/\/www.cogsci.rpi.edu\/CSJarchive\/Proceedings\/2006\/forms\/ccontent3.htm\">The 28th Annual Conference of the Cognitive Science Society<\/a>, poster (<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/cogsci06_bibtex.txt\">Bibtex<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/cogsci06_clark_eyraud.pdf\">.pdf<\/a>).<\/li>\n<li><span style=\"color: 000000;\">ALT&rsquo;05:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Identification in the Limit of Substitutable Context-Free Languages\u00a0\u00bb<\/span>, Alexander Clark, R\u00e9mi Eyraud\u00a0<a href=\"http:\/\/www-alg.ist.hokudai.ac.jp\/~thomas\/ALT05\/alt05.jhtml\">The 16th International Conference on Algorithmic Learning Theory<\/a>\u00a0(<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/alt05_bibtex.txt\">Bibtex<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/clarkeyraud.pdf\">.pdf<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/ALT05.pdf\">talk<\/a>).<\/li>\n<li><span style=\"color: 000000;\">ICGI&rsquo;04:<\/span>\u00a0<span style=\"color: 000003;\">\u00ab\u00a0Representing Languages by Learnable Rewriting Systems\u00a0\u00bb<\/span>, R\u00e9mi Eyraud, Colin de la Higuera, Jean-Christophe Janodet,\u00a0<a href=\"http:\/\/iit.demokritos.gr\/icgi04\/\">7th International Colloquium on Grammatical Inference<\/a>(<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/icgi04_bibtex.txt\">Bibtex<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/icgi04.ps\">.ps<\/a>,\u00a0<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/pres_icgi04.ppt\">talk<\/a>).<\/li>\n<\/ul>\n<h2><span style=\"color: ff9900;\">Workshops, talks, posters<\/span><\/h2>\n<ul>\n<li>Invited Talk (2018\u00a0Journ\u00e9es annuelles de V\u00e9rification, GdR IM), Spectral Learning of Weighted Automata, from theory to a toolbox, R\u00e9mi Eyraud.<\/li>\n<li><span style=\"color: 000000;\">Invited Talk<\/span>\u00a0(2014 ELC Workshop on Learning Theory and Complexity), Efficiency bounds in the identification in the limit paradigm, R\u00e9mi Eyraud, (<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/en\/workshop-LTC.pdf\">slides<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Paper<\/span>\u00a0(EACL 2009 workshop on Computational Linguistic Aspects of Grammatical Inference, Athens, Greece, 2009), A note on contextual binary feature grammars, Alexander Clark, R\u00e9mi Eyraud, Amaury Habrard.<\/li>\n<li><span style=\"color: 000000;\">Communication TML<\/span>\u00a0(workshop Teaching Machine Learning, Saint-Etienne, France, 2008), \u00ab\u00a0Spring School in Machine Learning. Teaching experiences\u00a0\u00bb, with C\u00e9cile Capponi, Fran\u00e7ois Denis, Amaury Habrard et Liva Ralaivola (<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/tml.pdf\">pdf<\/a>).<\/li>\n<li><span style=\"color: 000000;\">Poster ML4NLP<\/span>\u00a0(workshop Machine Learning for Natural Languages Processing, Amsterdam, 2007) How to learn context-free grammars<\/li>\n<li><span style=\"color: 000000;\">Poster Benelearn 2007<\/span>\u00a0(Benelux machine learning conference, Amsterdam, 2007) Two methods to learn context-free languages<\/li>\n<li><span style=\"color: 000000;\">Poster CAp&rsquo;06<\/span>\u00a0(Conf\u00e9rence en Apprentissage, TR\u00e9gastel, 2006) Inf\u00e9rence grammaticale de langages hors-contextes<\/li>\n<li><span style=\"color: 000000;\">Msc. report,\u00a0<\/span>\u00ab\u00a0Inf\u00e9rence d&rsquo;Automates par Fission d&rsquo;Etats\u00a0\u00bb, 26th june 2003, Ecole des mines de Saint-Etienne (<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/rapport.ps\">ps<\/a>) (french only)<\/li>\n<\/ul>\n<h2><span style=\"color: ff9900;\">PhD thesis<\/span><\/h2>\n<ul>\n<li><span style=\"color: 000000;\">Thesis,\u00a0<\/span><span style=\"color: 000003;\">Inf\u00e9rence Grammaticale de Langages Hors-Contextes,\u00a0<\/span>R\u00e9mi Eyraud\u00a0<i>defended the 22\/11\/2006 at Saint-Etienne<\/i>\u00a0(<a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~remi.eyraud\/documents\/these_eyraud_IG_de_LHC.pdf\">.pdf (french)<\/a>)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>I wrote once a few words about publication policy\u00a0here. It deals with author names ordering, bibliometry, and open access. Book Chapter \u00ab\u00a0Efficiency in the identification in the limit paradigm\u00a0\u00bb, R\u00e9mi Eyraud, Jeffrey Heinz, Ryo Yoshinaka, in Topics in Grammatical Inference, Jeffrey Heinz and Jos\u00e9 M. Sempere (Eds.), Springer, 2016, (personal version). Journals Machine Learning Journal, &hellip; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=14\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Publications&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/14"}],"collection":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14"}],"version-history":[{"count":17,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":289,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/14\/revisions\/289"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}