PPaperPicks

Melanie Weber

9 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×3NeurIPS ×3AAAI ×1COLT ×1WWW ×1

Frequent coauthors

Bobak T. Kiani
DBLP profile ↗ORCID search ↗
×3
Behrooz Tahmasebi
DBLP profile ↗ORCID search ↗
×1
Raphaël Pellegrin
DBLP profile ↗ORCID search ↗
×1
Zakhar Shumaylov
DBLP profile ↗ORCID search ↗
×1
Menglin Yang
DBLP profile ↗ORCID search ↗
×1
Lukas Fesser
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Data Augmentation: A Fourier Analysis Perspective
    COLT 2026 ·
    Behrooz Tahmasebi
    DBLP profile ↗ORCID search ↗
  2. Higher-Order Learning with Graph Neural Networks via Hypergraph Encodings
    NeurIPS 2025 ·
    Raphaël Pellegrin
    DBLP profile ↗ORCID search ↗
  3. Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
    ICLR 2025 ·
    Zakhar Shumaylov
    DBLP profile ↗ORCID search ↗
  4. Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks
    WWW 2025 ·
    Menglin Yang
    DBLP profile ↗ORCID search ↗
  5. Effective Structural Encodings via Local Curvature Profiles
    ICLR 2024 ·
    Lukas Fesser
    DBLP profile ↗ORCID search ↗
  6. Exploiting Data Geometry in Machine Learning
    AAAI 2024 · Melanie Weber
  7. Hardness of Learning Neural Networks under the Manifold Hypothesis
    NeurIPS 2024 ·
    Bobak T. Kiani
    DBLP profile ↗ORCID search ↗
  8. On the hardness of learning under symmetries
    ICLR 2024 ·
    Bobak T. Kiani
    DBLP profile ↗ORCID search ↗
  9. Unitary Convolutions for Learning on Graphs and Groups
    NeurIPS 2024 ·
    Bobak T. Kiani
    DBLP profile ↗ORCID search ↗