Anna Vettoruzzo

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Postdoctoral researcher

Eindhoven University of Technology, Netherlands

Hello! I am a postdoctoral researcher in the OpenEuroLLM project within the AutoML group at Eindhoven University of Technology, where I focus on efficient post-training techniques for large language models.

I recently completed my Ph.D. in meta-learning at Halmstad University, Sweden, as part of the Center for Applied and Intelligent Systems Research (CAISR). My doctoral research focused on enhancing the generalization abilities of machine learning models through meta-learning, exploring how models can learn to learn. My work aimed to develop algorithms that perform well across diverse tasks with limited data - an essential step toward advancing deep learning models to better mimic human learning abilities.

Beyond my core research areas, my interests include few-shot learning, continual learning, self-supervised learning, and in-context learning.

news

Feb 03, 2025 I successfully defended my PhD dissertation titled Advancing Meta-Learning for Enhanced Generalization Across Diverse Tasks.
Jan 22, 2025 One paper accepted at ICLR 2025. Title: Unsupervised Meta-Learning via In-Context Learning.
Jul 31, 2024 Poster presentation at the 3th Conference on Lifelong Learning Agents (CoLLAs) 2024. Title: Learning to Learn without Forgetting using Attention.