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PeteLipp committed Jan 27, 2025
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Expand Up @@ -516,17 +516,22 @@ <h1 id="journal-club-advanced-machine-learning">Journal Club: Advanced Machine L

<p><strong>Contact</strong> Peter Lippmann (peter.lippmann [at] iwr.uni-heidelberg.de) for further details.</p>

<p>Next Seminar: 20.01.2025 in INF 205, SR 4.300 starting at 11:00am<br>
<p>Next Seminar: 27.01.2025 in INF 205, SR 4.300 starting at 11:00am<br>
<strong>Paper to be discussed:</strong></p>

<p><strong>Accurate predictions on small data with a tabular foundation model</strong><br>
<em>Noah Hollmann, Samuel Müller, Lennart Purucker, Arjun Krishnakumar, Max Körfer, Shi Bin Hoo, Robin Tibor Schirrmeister, Frank Hutter</em><br>
https://www.nature.com/articles/s41586-024-08328-6</p>
<p><strong>Cautious Optimizers: Improving Training with One Line of Code</strong><br>
<em>Kaizhao Liang, Lizhang Chen, Bo Liu, Qiang Liu</em><br>
https://arxiv.org/abs/2411.16085</p>

<hr>

<p><strong>Recently discussed papers:</strong></p>

<p>20.01.2025<br>
<strong>Accurate predictions on small data with a tabular foundation model</strong><br>
<em>Noah Hollmann, Samuel Müller, Lennart Purucker, Arjun Krishnakumar, Max Körfer, Shi Bin Hoo, Robin Tibor Schirrmeister, Frank Hutter</em><br>
https://www.nature.com/articles/s41586-024-08328-6</p>

<p>13.01.2025<br>
<strong>Normalizing Flows are Capable Generative Models</strong><br>
<em>Shuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran et al.</em><br>
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