Learning Over Time (LOT 2.0) Spring School - Barcelona, April 27-30 2026

[Vincenzo Lomonaco]

The second edition of the Spring School on Learning Over Time (LOT 2.0) will be held in Barcelona from April 27 to 30, 2026. Save the date! (Previous edition: Siena, Italy - https://collectionless.ai/school)

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 (https://collectionless.ai/).

The school is organized by:

- Paolo Dini (CTTC)

- Marco Miozzo (CTTC)

- Vincenzo Lomonaco (LUISS University)

- Stefano Melacci (University of Siena)

Fees: 

500€ Academy, 700€ Industry (50€ Gala Dinner).

Are you planning to participate? 

Register your contact here now!

More info (we will send a new message soon with further details)

...Beyond training, test and deploy

...Beyond datasets

...Beyond CENTRALIZED LEARNING (and energy-hungry datacenters)

...Back to lean and optimized learning algorithms

Topics

• Collectionless AI 

• Continual/Lifelong Learning

• Reinforcement Learning

• Time Series

• Representation Learning and Universal Representation

• Collaborative Learning

• Distributed / Decentralized Learning

• Brain-inspired Computing

• Online Learning

• Active Learning

• Curriculum Learning

• Domain Adaptation

• Transfer Learning

• In-Context Learning

• On-device Learning 

When: 

April 27-30, 2026

Where: 

Centre Tecnològic de Telecomunicacions de Catalunya (CTTC)

Parc Mediterrani de la Tecnologia

Castelldefels, Barcelona (Spain)

See you there!

Paolo Dini, Marco Miozzo, Vincenzo Lomonaco, Stefano Melacci