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---
layout: default
title: About
---
<div class="row">
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<h2>About Me</h2>
<p>
My Name is Maximilian Alber. I am a Ph.D. student in Klaus-Roberts Müller's machine learning group at TU Berlin. My research interests are located in the crossover between engineering and machine learning. Among others, I am/was working on the following topics: <u>(Deep) Neural Networks, Analysis of Neural Networks, Scaling ML, AutoML, Extreme Classification, Kernel Machines</u>.
</p>
<h3>Vita</h3>
<p>
Born and raised in the Italian mountains. Fluent in German, English, and Italian. Learned to tackle problems at the competitive Olympiads in Informatics. Graduated at the FU Berlin. Studied abroad in Bologna, Italy, and Toronto, Canada. Work experience from free lancing, from software development at Endian SRL and at Fraunhofer FOKUS. Been Quoc Le's intern at Google Brain.
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<p>
<img src="img/about-photo.png" style="display:block; margin-left:auto; margin-right:auto;" alt="Your Name" />
</p>
<div class="lined-list">
<ul>
<!-- <li><strong>Location:</strong> TU Berlin</li> -->
<li><strong>Email:</strong> <a href="mailto:[email protected]">[email protected]</a></li>
<li><strong>GitHub:</strong> <a href="https://github.com/albermax">albermax</a></li>
<!-- <li><strong>Résumé:</strong> <a href="resume.pdf" target="_blank">resume.pdf</a></li> -->
</ul>
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<h2>Publications:</h2>
<div class="lined-list">
<ul>
<li>
<i><u>Alber, Maximilian;</u> Lapuschkin, Sebastian; Seegerer, Philipp; Hägele, Miriam; Schütt, Kristof; Montavon, Grégoire; Samek, Wojciech; Müller, Klaus-Robert; Dähne, Sven; Kindermans, Pieter-Jan</i>
<br><strong><a href="https://arxiv.org/abs/1808.04260">iNNvestigate neural networks! </a></strong>
<br> (2018, under review), Workshop: NIPS 2018 MLOSS</li>
<li>
<i><u>Alber, Maximilian;</u> Bello, Irwan; Zoph, Barret; Kindermans, Pieter-Jan; Ramachandran, Prajit; Le, Quoc</i>
<br><strong><a href="https://arxiv.org/abs/1808.02822">Backprop Evolution</a></strong>
<br> ICML 2018 AutoML Workshop</li>
<li>
<i>Kindermans, Pieter-Jan; Schütt, Kristof; <u>Alber, Maximilian;</u> Müller, Klaus-Robert; Erhan, Dumitru; Kim, Been; Dähne, Sven</i>
<br><strong><a href="https://openreview.net/forum?id=Hkn7CBaTW">Learning how to explain neural networks: PatternNet and PatternAttribution</a></strong>
<br> ICLR 2018</li>
<li>
<i><u>Alber, Maximilian;</u> Kindermans, Pieter-Jan; Schütt, Kristof; Müller, Klaus-Robert; Sha, Fei</i>
<br><strong><a href="https://papers.nips.cc/paper/6869-an-empirical-study-on-the-properties-of-random-bases-for-kernel-methods">An Empirical Study on the Properties of Random Bases for Kernel Methods</a></strong>
<br> NIPS 2017</li>
<li>
<i>Kindermans, Pieter-Jan; Hooker, Sara; Adebajo, Julius; <u>Alber, Maximilian;</u> Schütt, Kristof; Dähne, Sven; Erhan, Dumitru; Kim, Been</i>
<br><strong><a href="https://arxiv.org/abs/1711.00867">The (Un)reliabiliy of saliency methods</a></strong>
<br> NIPS 2017 Interpreting, Explaining and Visualizing Deep Learning Workshop</li>
<li>
<i><u>Alber, Maximilian;</u> Zimmert, Julian; Dogan, Urun; Kloft, Marius</i>
<br><strong><a href="https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0178161">Distributed optimization of multi-class SVMs</a></strong>
<br> Workshop: NIPS 2016 Extreme Classification, Best Paper Award & Journal: PLOS ONE 12(6): e0178161, 2017</li>
</ul>
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<h2>Awards:</h2>
<div class="lined-list">
<ul>
<li><strong>Best Paper award</strong> at Extreme Classification Workshop at NIPS 2016 ($1500).</li>
<li><strong>Deutschlandstipendium,</strong> 2011 (Scholarship for best 10% of students).</li>
<li><strong>Mention by Mario Draghi</strong> from the Banca D'Italia for the activity at the Olympiads in Informatics (2009).</li>
<li><strong>Bronze medal</strong> at the International Olympiad in Informatics (IOI) in 2009.</li>
<li><strong>Bronze & Silver medal</strong> at Italian Olympiads in Informatics (2008, 2009).</li>
</ul>
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