A Martina Neuman
Scholar

A Martina Neuman

Google Scholar ID: 8PeerU8AAAAJ
Math postdoc researcher, University of Vienna
harmonic analysismanifold learninghigh dimensional probabilityinformation theory
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Citations & Impact
All-time
Citations
34
 
H-index
4
 
i10-index
0
 
Publications
17
 
Co-authors
0
 
Contact
CVOpen ↗
Resume
Academic Achievements
  • Paper on spiking neural networks accepted at JMLR
  • New paper on transductive learning guarantees and small random worlds
  • Publication in Information and Inference: A Journal of IMA (DOI: 10.1093/imaiai/iaaf007)
  • New 2025 paper on practical existence theorem (PET) using Slepian basis functions and deep learning
  • New 2025 paper exploring theoretical foundations of contrastive learning
  • New 2024 paper on learning with spiking neural networks
  • New 2024 paper on learning guarantees via metric embedding theory and statistical optimal transport
  • Upcoming papers on manifold learning and spiking neural networks