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<p class="v1msonormal1"><span
style="font-family:"Calibri",sans-serif">Dear all,</span></p>
<p>The second edition of the <b>Spring School on Learning Over Time
(LOT 2.0)</b> will be held in Barcelona from <b>April 27 to 30,
2026</b>. Save the date! (Previous edition: Siena, Italy - <a
href="https://urldefense.com/v3/__https://collectionless.ai/school__;!!D9dNQwwGXtA!UQ1WDkzArihV-dkG_TQHwy1bQZKMZHhDfHppi1zoGkHS6AXImA5gN-SfidUpZGDJ-X8iHGTz9baIa5Pm$"
class="moz-txt-link-freetext">https://collectionless.ai/school</a>)<br>
<br>
<br>
The school focuses on machines that continuously and sustainably
learn over time, with a particular emphasis on rethinking the role
of data in this process and on lean learning solutions, inspired
by Collectionless AI (<a
href="https://urldefense.com/v3/__https://collectionless.ai/__;!!D9dNQwwGXtA!UQ1WDkzArihV-dkG_TQHwy1bQZKMZHhDfHppi1zoGkHS6AXImA5gN-SfidUpZGDJ-X8iHGTz9QMtNzIu$"
class="moz-txt-link-freetext">https://collectionless.ai/</a>).<br>
<br>
<br>
The school is organized by:<br>
- Paolo Dini (CTTC)<br>
- Marco Miozzo (CTTC)<br>
- Vincenzo Lomonaco (LUISS University)<br>
- Stefano Melacci (University of Siena)<br>
<br>
<br>
Fees: <br>
500€ Academy, 700€ Industry (50€ Gala Dinner).<br>
<br>
<br>
<b>Are you planning to participate? </b><br>
<a
href="https://lot2-spring-school.cttc.es/index.php/registration"
moz-do-not-send="true">Register your contact here now!</a><br>
<br>
<br>
More info (we will send a new message soon with further details)<br>
<br>
<br>
...Beyond training, test and deploy<br>
...Beyond datasets<br>
...Beyond CENTRALIZED LEARNING (and energy-hungry datacenters)<br>
...Back to lean and optimized learning algorithms<br>
</p>
<p>Topics<br>
</p>
<ul>
<li>Collectionless AI </li>
<li>Continual/Lifelong Learning</li>
<li>Reinforcement Learning</li>
<li>Time Series</li>
<li>Representation Learning and Universal Representation</li>
<li>Collaborative Learning</li>
<li>Distributed / Decentralized Learning</li>
<li>Brain-inspired Computing</li>
<li>Online Learning</li>
<li>Active Learning</li>
<li>Curriculum Learning</li>
<li>Domain Adaptation</li>
<li>Transfer Learning</li>
<li>In-Context Learning</li>
<li>On-device Learning </li>
</ul>
<p><br>
When: <br>
<b>April 27-30, 2026</b><br>
<br>
Where: <br>
Centre Tecnològic de Telecomunicacions de Catalunya (CTTC)<br>
Parc Mediterrani de la Tecnologia<br>
Castelldefels, Barcelona (Spain)<br>
<br>
See you there!<br>
<br>
</p>
<p>Paolo Dini, Marco Miozzo, Vincenzo Lomonaco, Stefano Melacci</p>
<p><br>
</p>
<div class="moz-signature">-- <br>
<font face="Calibri">
</font>
<p><font face="Calibri"><span style="font-size: 10pt;"><strong>Marco
Miozzo</strong> <br>
Senior Researcher<br <br="">
Sustainable Artificial Intelligence (SAI) Research Unit <br>
<a href="mailto:marco.miozzo@cttc.cat"
class="moz-txt-link-freetext">marco.miozzo@cttc.cat</a></span></font></p>
<p><font face="Calibri"><span style="font-size: 9pt;">Centre
Tecnològic de Telecomunicacions de Catalunya (CTTC)<br>
Av. Carl Friedrich Gauss, 7 - Building B4<br>
08860 - Castelldefels<br>
Tel.: +34 93 645 29 00</span></font></p>
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<p><span style="font-size: 8pt;"><u>DATA PROTECTION
INFORMATION. Data controller: CENTRE TECNOLOGIC DE
TELECOMUNICACIONS DE CATALUNYA (G62616586):</u></span></p>
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<p><span style="font-size: 8pt;">L'informem que les seves
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Aquest missatge i qualsevol document adjunt, en el seu
cas, pot ser confidencial i destinat únicament a la
persona o entitat a qui s'hagi enviat.
<br>
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environment.</font><br>
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