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<h2>Markus Peschl</h2>
<h3>Deep Learning Researcher</h3>
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<a href="https://www.qualcomm.com/research/artificial-intelligence/ai-research" target="_blank" rel="noopener">
<span>Qualcomm AI Research</span>
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<h1>Biography</h1>
<p>I am a deep learning researcher at <a href="https://www.qualcomm.com/research/artificial-intelligence/ai-research" target="_blank" rel="noopener">Qualcomm AI Research</a> in Amsterdam. Previously, I obtained an MSc in Applied Mathematics and conducted research on multi-objective reinforcement learning at TU Delft. Lately, I am mostly interested in optimization and modelling of functions or probability distributions over large discrete spaces. This entails machine learning for combinatorial optimization, deep reinforcement learning and Bayesian optimization.</p>
<p><strong>Personal</strong></p>
<p>In my free time, you can find me playing the piano 🎹 (favorite composer: <a href="https://www.youtube.com/watch?v=Rd9-fRyCYf8" target="_blank" rel="noopener">Maurice Ravel</a>), practicing meditation 🧘, reading philosophy 📙 and thinking about artificial general intelligence (preferably on the beach 🏖️).</p>
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<h1>Recent Publications</h1>
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<h3 class="article-title mb-0 mt-0">
<a href="/publication/gflownet_scheduling/" >Robust Scheduling with GFlowNets</a>
</h3>
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ICLR'23: International Conference on Learning Representations
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</a>
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<span ><a href="/author/david-w-zhang/">David W Zhang</a></span>, <span ><a href="/author/corrado-rainone/">Corrado Rainone</a></span>, <span ><a href="/author/markus-peschl/">Markus Peschl</a></span>, <span ><a href="/author/roberto-bondesan/">Roberto Bondesan</a></span>
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<h3 class="article-title mb-0 mt-0">
<a href="/publication/mimo-perturb/" >Learning Perturbations for Soft-Output Linear MIMO Demappers</a>
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GLOBECOM 2022-2022 IEEE Global Communications Conference
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</a>
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<span ><a href="/author/daniel-e.-worrall/">Daniel E. Worrall</a></span>, <span ><a href="/author/markus-peschl/">Markus Peschl</a></span>, <span ><a href="/author/arash-behboodi/">Arash Behboodi</a></span>, <span ><a href="/author/roberto-bondesan/">Roberto Bondesan</a></span>
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PDF
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