Filip Kovačević
2 Publications
2025 |
Published |
Conference Paper |
IST-REx-ID: 20300 |
Learning Pareto manifolds in high dimensions: How can regularization help?
T. Wegel, F. Kovačević, A. Ţifrea, F. Yang, in:, The 28th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2025, pp. 4591–4599.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
T. Wegel, F. Kovačević, A. Ţifrea, F. Yang, in:, The 28th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2025, pp. 4591–4599.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21328 |
Spectral estimators for multi-index models: Precise asymptotics and optimal weak recovery
F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.
[Published Version]
View
| Files available
| arXiv
F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.
Grants
2 Publications
2025 |
Published |
Conference Paper |
IST-REx-ID: 20300 |
Learning Pareto manifolds in high dimensions: How can regularization help?
T. Wegel, F. Kovačević, A. Ţifrea, F. Yang, in:, The 28th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2025, pp. 4591–4599.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
T. Wegel, F. Kovačević, A. Ţifrea, F. Yang, in:, The 28th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2025, pp. 4591–4599.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21328 |
Spectral estimators for multi-index models: Precise asymptotics and optimal weak recovery
F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.
[Published Version]
View
| Files available
| arXiv
F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.