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Melanie Weber
Scholar

Melanie Weber

Google Scholar ID: Bo7Y1j0AAAAJ
Harvard University
GeometryMachine LearningOptimizationNetworksComputational Biology
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
760
 
H-index
15
 
i10-index
24
 
Publications
20
 
Co-authors
15
list available
Contact
Emailmweber@seas.harvard.eduCVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
24 items
Sparse Data Augmentation for Optimization with Provable Guarantees
2026
Cited
0
Ollivier's Ricci Curvature on Complex-weighted Graphs
2026
Cited
0
Adaptive Symmetry Discovery for Dynamical System Identification
2026
Cited
0
Train Small, Deploy Large: Zero-Shot GNN Transfer Through Geometric Renormalization
2026
Cited
0
Data Augmentation: A Fourier Analysis Perspective
2026
Cited
0
Contrastive Neural Algorithmic Reasoning for Graph Coloring
2026
Cited
0
Towards Distillation Guarantees under Algorithmic Alignment for Combinatorial Optimization
2026
Cited
0
Latent Structure of Affective Representations in Large Language Models
2026
Cited
0
Resume (English only)
Co-authors
15 total
Jürgen  Jost
Jürgen Jost
Director, Max Planck Institute for Mathematics in the Sciences
Suvrit Sra
Suvrit Sra
TUM
Lukas Fesser
Lukas Fesser
Harvard University
Zachary Lubberts
Zachary Lubberts
Assistant Professor, University of Virginia
Bobak Kiani
Bobak Kiani
MIT
Ankit Singh Rawat
Ankit Singh Rawat
Research Scientist, Google
Manzil Zaheer
Manzil Zaheer
Google Research
Sanjiv Kumar
Sanjiv Kumar
Google Fellow, VP, Google DeepMind