{"id":750,"date":"2021-09-03T20:39:07","date_gmt":"2021-09-03T20:39:07","guid":{"rendered":"http:\/\/quentin-duchemin.alwaysdata.net\/wiki\/?page_id=750"},"modified":"2026-03-31T12:47:43","modified_gmt":"2026-03-31T12:47:43","slug":"informatic-computer-science","status":"publish","type":"page","link":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/informatic-computer-science\/","title":{"rendered":"Informatic & Computer Science"},"content":{"rendered":"\n

Softwares
<\/h4>\n\n\n\n
\"\"<\/figure>
\n

Clone-level multi-modal prediction of tumour drug response<\/a><\/p>\n<\/div><\/div>\n\n\n\n

<\/div>\n\n\n\n
\"\"<\/figure>
\n

Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts<\/a><\/p>\n<\/div><\/div>\n\n\n\n

<\/div>\n\n\n\n
\"\"<\/figure>
\n

Parameter estimation in MRI using deep learning<\/a><\/p>\n<\/div><\/div>\n\n\n\n

<\/div>\n\n\n\n
\"\"<\/figure>
\n

SIGLE for Post-Selection Inference in the logistic model<\/a><\/p>\n<\/div><\/div>\n\n\n\n

<\/div>\n\n\n\n
\"\"<\/figure>
\n

Community detection using SDP algorithms<\/a><\/p>\n<\/div><\/div>\n\n\n\n

\"\"<\/figure>
\n

Non parametric estimation in Random Geometric Graphs<\/a><\/p>\n<\/div><\/div>\n\n\n\n

Data Science: Teaching material<\/h4>\n\n\n\n

During fall 2021, I taught a course to second year student of the engineering school “Ecole des Ponts ParisTech” titled : Statistics & Data Analysis”.
I made a website<\/a> for this course with several examples of applications of testing procedures to real data<\/strong>.
I also wrote some exercises for the class. For example, this one<\/a> on the Shapiro Wilk Test and this one<\/a> on the ROC curve.<\/p>\n","protected":false},"excerpt":{"rendered":"

Softwares Clone-level multi-modal prediction of tumour drug response Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts Parameter estimation in MRI using deep learning SIGLE for Post-Selection Inference in the logistic model Community detection using SDP algorithms Non parametric estimation in Random Geometric Graphs Data Science: Teaching material During fall 2021, I taught<\/p>\n

\n Read More<\/i><\/a>\n <\/div>\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:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/pages\/750"}],"collection":[{"href":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/comments?post=750"}],"version-history":[{"count":14,"href":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/pages\/750\/revisions"}],"predecessor-version":[{"id":952,"href":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/pages\/750\/revisions\/952"}],"wp:attachment":[{"href":"https:\/\/quentin-duchemin.alwaysdata.net\/wiki\/index.php\/wp-json\/wp\/v2\/media?parent=750"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}