Maria R. Cervera

According to our database, Maria R. Cervera authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Learning, forgetting and uncertainty estimation in artificial neural networks and in the brain.

Maria R. Cervera

PhD thesis, 2022

Minimizing Control for Credit Assignment with Strong Feedback.

Alexander Meulemans, Matilde Tristany Farinha, Maria R. Cervera, João Sacramento, Benjamin F. Grewe

Proceedings of the International Conference on Machine Learning, 2022

2021

Uncertainty estimation under model misspecification in neural network regression.

Maria R. Cervera, Rafael Dätwyler, Francesco D'Angelo, Hamza Keurti, Benjamin F. Grewe, Christian Henning

CoRR, 2021

Posterior Meta-Replay for Continual Learning.

Christian Henning, Maria R. Cervera, Francesco D'Angelo, Johannes von Oswald, Regina Traber, Benjamin Ehret, Seijin Kobayashi, Benjamin F. Grewe, João Sacramento

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Continual learning in recurrent neural networks.

Benjamin Ehret, Christian Henning, Maria R. Cervera, Alexander Meulemans, Johannes von Oswald, Benjamin F. Grewe

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Continual Learning in Recurrent Neural Networks with Hypernetworks.

Benjamin Ehret, Christian Henning, Maria R. Cervera, Alexander Meulemans, Johannes von Oswald, Benjamin F. Grewe

CoRR, 2020