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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<title>Riccardo Cadei</title>
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<h1 class="title text-left"><strong>Riccardo</strong> Cadei</h1>
<h6 class="title text-left">Machine Learning Researcher</h6>
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<p><i>Hello World, <br>
I am Riccardo, a Master Student in <a href="https://www.epfl.ch/education/master/programs/data-science/">Data Science</a>
at <a href="https://www.epfl.ch/en/">EPFL</a> and I am currently working as Machine Learning Researcher intern at
<a href="http://media.corporate-ir.net/media_files/irol/97/97513/2017ar/interactive/research-center.html">Schlumberger-Doll Research</a> in Cambridge (MA).
I am passionate in Machine Learning and Artificial Intelligence but even more enchanted by human brains.
My ambition is to use these technologies to leave a positive contribution in Health Care and in the health of our planet.
I have a Mathematical background and I am interested as much in new theories as in their real-world applications.
In particular, I am recently re-approaching to Machine Learning through the lens of Causality and I am truly fascinated by the ambition and potential of this paradigm shift from
standard Statistical Learning.
</i></p>
<p style="margin-bottom:2cm;">
<i>This is my personal website where you can practically read about my
research interests and background through my past experiences and accomplished projects.
Enjoy your reading and do not hesitate to contact me for any discussion.
</i>
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14 Feb, 2022
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<div class="col-sm-10 mt-2 mt-sm-0 ml-3 ml-md-0 p-0 font-weight-light text">
<p>Starting a 6-months internship as Machine Learning Researcher at <a href="http://media.corporate-ir.net/media_files/irol/97/97513/2017ar/interactive/research-center.html">Schlumberger-Doll Research</a> in Cambridge (MA).
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Dec 13, 2021
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<p>Presenting <i><a href="https://openreview.net/pdf?id=MPqliTsloys">'Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective'</a></i> at <a href="https://neurips.cc/Conferences/2021/ScheduleMultitrack?event=21859">NeurIPS 2021 (workshop in Distribution Shifts)</a>.
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Sep 20, 2021
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<p>Teaching Assistant in <a href="https://edu.epfl.ch/coursebook/en/introduction-to-machine-learning-for-bioengineers-BIO-322">Introduction to Machine Learning for Bioengineers (BIO-322)</a> at EPFL.
</p>
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Sep 9, 2021
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<p>Presenting <i><a href="https://iopscience.iop.org/article/10.1088/1742-6596/2042/1/012002">'Quantification of the available area for rooftop photovoltaic installation from overhead imagery using convolutional neural networks'</a></i> at <a href="https://cisbat.epfl.ch/">CISBAT 2021</a>.
</p>
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Aug 1, 2021
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<p>Starting a research project at <a href="https://www.epfl.ch/labs/vita/">Visual Intelligence for Transportation Lab</a> at EPFL, supervised by Professor <a href="https://scholar.google.com/citations?user=UIhXQ64AAAAJ&hl=en">Alexandre Alahi</a>.
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<span class="badge danger-color-dark font-weight-bold text-uppercase align-middle date ml-3">
Jul 1, 2021
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<p>Research Assistant at <a href="https://www.epfl.ch/labs/mlo/igh-intelligent-global-health/">Intelligent Global Health Lab</a> at EPFL (Summer Internship), supervised by Professor <a href="https://scholar.google.com/citations?user=r1TJBr8AAAAJ&hl=en">Martin Jaggi</a>.
</p>
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Jan 14, 2021
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<div class="col-sm-10 mt-2 mt-sm-0 ml-3 ml-md-0 p-0 font-weight-light text">
<p>Winning <a href="https://www.generali.ch/en/?utm_source=google&utm_medium=cpc&utm_campaign=AlwaysOn_Others_SEA-Brand-en_Do&gclid=Cj0KCQjwxdSHBhCdARIsAG6zhlUd8vnY_anm66CSW0g0EV8eIRr5VbUD4mYJ84Jhe-H8A0x0hKSBAMEaAsqWEALw_wcB&gclsrc=aw.ds">Generali S.p.a.</a> <a href="https://generali.datachallenge.it/">Data Challenge</a>: best model report out of 280+ participants.
</p>
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Jan 11, 2021
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<p>Attending <a href="https://www.m2lschool.org/">Mediterrean Machine Learning Summer School</a> organized by <a href="https://deepmind.com/">DeepMind</a>.
</p>
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Nov 1, 2020
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<p>Starting a research project at <a href="https://www.epfl.ch/labs/leso/">LESO-PB Lab</a> at EPFL, supervised by Professor <a href="https://scholar.google.com/citations?user=JFdVZCcAAAAJ&hl=en">Roberto Castello</a>.
</p>
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Sep 14, 2020
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<p>Starting <a href="https://www.epfl.ch/education/master/programs/data-science/">MSc in Data Science</a> at <a href="https://www.topuniversities.com/university-rankings/university-subject-rankings/2021/computer-science-information-systems">EPFL</a>.
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Jul 22, 2020
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<p>Graduated in <a href="https://www.mate.polimi.it/im/">Mathematical Engineering</a> at Politecnico di Milano with 110/110 (in 2 years and 10 months).
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