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Giulia Denevi
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2020 – today
- 2023
- [c8]Luigi Sabetta, Francesco Pelosin, Giulia Denevi, Alessandro Nicolosi:
Incremental Automatic Image Annotation. Ital-IA 2023: 72-77 - 2022
- [c7]Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto:
Conditional Meta-Learning of Linear Representations. NeurIPS 2022 - 2021
- [i5]Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto:
Conditional Meta-Learning of Linear Representations. CoRR abs/2103.16277 (2021) - 2020
- [c6]Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto:
The Advantage of Conditional Meta-Learning for Biased Regularization and Fine Tuning. NeurIPS 2020 - [c5]Giulia Denevi, Massimiliano Pontil, Dimitrios Stamos:
Online Parameter-Free Learning of Multiple Low Variance Tasks. UAI 2020: 889-898 - [i4]Giulia Denevi, Dimitris Stamos, Massimiliano Pontil:
Online Parameter-Free Learning of Multiple Low Variance Tasks. CoRR abs/2007.05732 (2020) - [i3]Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto:
The Advantage of Conditional Meta-Learning for Biased Regularization and Fine-Tuning. CoRR abs/2008.10857 (2020)
2010 – 2019
- 2019
- [b1]Giulia Denevi:
Efficient Lifelong Learning Algorithms: Regret Bounds and Statistical Guarantees. University of Genoa, Italy, 2019 - [c4]Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi, Massimiliano Pontil:
Learning-to-Learn Stochastic Gradient Descent with Biased Regularization. ICML 2019: 1566-1575 - [c3]Giulia Denevi, Dimitris Stamos, Carlo Ciliberto, Massimiliano Pontil:
Online-Within-Online Meta-Learning. NeurIPS 2019: 13089-13099 - [i2]Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi, Massimiliano Pontil:
Learning-to-Learn Stochastic Gradient Descent with Biased Regularization. CoRR abs/1903.10399 (2019) - 2018
- [c2]Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Learning To Learn Around A Common Mean. NeurIPS 2018: 10190-10200 - [c1]Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Incremental Learning-to-Learn with Statistical Guarantees. UAI 2018: 457-466 - [i1]Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Incremental Learning-to-Learn with Statistical Guarantees. CoRR abs/1803.08089 (2018)
Coauthor Index
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