Melanie Weber
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
6
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | COLT | Data Augmentation: A Fourier Analysis Perspective. | Behrooz Tahmasebi, Melanie Weber, Stefanie Jegelka |
| 2025 | ICLR | Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups. | Zakhar Shumaylov, Peter Zaika, James Rowbottom, Ferdia Sherry, Melanie Weber, Carola-Bibiane Schnlieb |
| 2025 | WWW | Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks. | Menglin Yang, Yifei Zhang, Jialin Chen, Melanie Weber, Rex Ying |
| 2024 | AAAI | Exploiting Data Geometry in Machine Learning. | Melanie Weber |
| 2024 | ICLR | Effective Structural Encodings via Local Curvature Profiles. | Lukas Fesser, Melanie Weber |
| 2024 | ICLR | On the hardness of learning under symmetries. | Bobak T. Kiani, Thien Le, Hannah Lawrence, Stefanie Jegelka, Melanie Weber |
| 2023 | ICML | Global optimality for Euclidean CCCP under Riemannian convexity. | Melanie Weber, Suvrit Sra |
| 2020 | AISTATS | Neighborhood Growth Determines Geometric Priors for Relational Representation Learning. | Melanie Weber |