Giulia Denevi

According to our database, Giulia Denevi authored at least 9 papers between 2018 and 2023.

Collaborative distances:

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

2023

Incremental Automatic Image Annotation.

Luigi Sabetta, Francesco Pelosin, Giulia Denevi, Alessandro Nicolosi

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

Conditional Meta-Learning of Linear Representations.

Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Online Parameter-Free Learning of Multiple Low Variance Tasks.

Giulia Denevi, Massimiliano Pontil, Dimitrios Stamos

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

The Advantage of Conditional Meta-Learning for Biased Regularization and Fine Tuning.

Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Efficient Lifelong Learning Algorithms: Regret Bounds and Statistical Guarantees.

Giulia Denevi

PhD thesis, 2019

Online-Within-Online Meta-Learning.

Giulia Denevi, Dimitris Stamos, Carlo Ciliberto, Massimiliano Pontil

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning-to-Learn Stochastic Gradient Descent with Biased Regularization.

Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi, Massimiliano Pontil

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Incremental Learning-to-Learn with Statistical Guarantees.

Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Learning To Learn Around A Common Mean.

Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018