Talks
Selected Talks
September 2024: Alternatives to backpropagation training of deep neural networks, Summer school "Advances in Artificial Intelligence" by AIxIA association (Villa del Grumello, Lake Como).
March 2024: Continual Learning: Machine Learning on non-stationary data streams, University of Plymouth
May 2023: Continual Pre-Training Mitigates Forgetting in Language and Vision, EfficientML Seminar.
March 2023: Beyond Forgetting with Continual Pre-Training, Deep Continual Learning Dagstuhl Seminar, Dagstuhl, Germany.
May 2022: Continual Learning: from zero to hero, University of Verona, Computer Science Department. Colab Notebook on catastrophic forgetting with one neuron Colab Notebook on Continual Learning with Avalanche
ESANN 2021, Oral: Continual Learning with Echo State Networks.
Neural Networks, 2021: Continual learning for recurrent neural networks: An empirical evaluation
Frontiers in Artificial Intelligence: Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification
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