<html><head><meta http-equiv="Content-Type" content="text/html; charset=utf-8"></head><body style="word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">Please circulate!<br class=""></span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">*Apologies for multiple posting*<br class=""></span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">*********************************************************************</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">RegML 2021 - Regularization Methods for Machine Learning</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">June 21 - 25 Instructor Lorenzo ROSASCO</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><a href="https://ml.unige.it/education/regml2021/" rel="noopener noreferrer" target="_blank" style="box-sizing: inherit; text-decoration: none; font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">https://ml.unige.it/education/regml2021/</a><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">Deep Learning: a hands-on introduction</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">June 28 - July 2 Instructor Nicoletta NOCETI</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><a href="https://ml.unige.it/education/dl2021/" rel="noopener noreferrer" target="_blank" style="box-sizing: inherit; text-decoration: none; font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">https://ml.unige.it/education/dl2021/</a><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">Computer Vision Crash Course</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">July 5 - 9 Instructor Francesca ODONE</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><a href="https://ml.unige.it/education/cvcc2021/" rel="noopener noreferrer" target="_blank" style="box-sizing: inherit; text-decoration: none; font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">https://ml.unige.it/education/cvcc2021/</a><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""> Genova, Italy, June 21 - July 9</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">********************************************************************* <br class=""><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">They are 20 hours courses including theory classes and practical laboratory sessions.</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">RegML is an advanced machine learning course covering foundations as well as recent advances in Machine Learning with emphasis on high dimensional data and a core set techniques, namely regularization methods. In many respects the course is a compressed version of the 9.520 course at MIT.</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">DL is an introductory course to Deep Learning, covering the various types of architectures and tools currently available. The theoretical classes will be coupled with hands-on activities, to practice the use of deep architectures on different scenarios and data types. Besides well established approaches, the course will also highlight current trends and open issues.</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">CVCC is a crash course presenting the basic principles of computer vision and visual perception in artificial agents. In the first part we will present elements of classical computer vision. In a second part, students will get acquainted with the problem of representing and understanding the image content adaptively by means of machine learning algorithms</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><br class="">Apply *BEFORE* May 16th</span><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><br class=""><br class="">The instructors,</span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">Nicoletta Noceti - Francesca Odone - Lorenzo Rosasco<br class=""></span><br style="box-sizing: inherit; color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class=""><span style="color: rgb(29, 28, 29); font-family: Slack-Lato, appleLogo, sans-serif; font-size: 15px; font-variant-ligatures: common-ligatures; background-color: rgb(255, 255, 255);" class="">For questions write to </span><a href="mailto:malga.unige@gmail.com" class="">malga.unige@gmail.com</a><div class=""><br class=""><div class="">----------------------------</div><div class="">
<div dir="auto" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none; word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class=""><div dir="auto" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none; word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class=""><div dir="auto" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none; word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class=""><div dir="auto" style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none; word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class=""><div dir="auto" style="word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class=""><div style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none;">Nicoletta Noceti, PhD<br class="">Assistant Professor in Computer Science<br class="">MaLGa - Machine Learning Genoa center <a href="https://ml.unige.it" class="">https://ml.unige.it </a></div><div style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none;">DIBRIS - Università di Genova, Italy<br class="">Tel. +39 010 3536704</div><div style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none;"><br class=""></div><div style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none;">#unigenonsiferma</div><div style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none;" class=""><br class=""></div><div style="caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-family: Helvetica; font-size: 12px; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration: none;" class=""><br class=""></div><br class="Apple-interchange-newline"></div></div><br class="Apple-interchange-newline"></div><br class="Apple-interchange-newline"></div><br class="Apple-interchange-newline"></div><br class="Apple-interchange-newline"><br class="Apple-interchange-newline">
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