A. Martina Neuman

According to our database, A. Martina Neuman authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Consistency of augmentation graph and network approximability in contrastive learning.

Chenghui Li, A. Martina Neuman

CoRR, February, 2025

2024

Convolutional dynamical sampling and some new results.

Longxiu Huang, A. Martina Neuman, Sui Tang, Yuying Xie

CoRR, 2024

Efficient Learning Using Spiking Neural Networks Equipped With Affine Encoders and Decoders.

A. Martina Neuman, Philipp Christian Petersen

CoRR, 2024

Digital Computers Break the Curse of Dimensionality: Adaptive Bounds via Finite Geometry.

Anastasis Kratsios, A. Martina Neuman, Gudmund Pammer

CoRR, 2024

2023

Transferability of Graph Neural Networks using Graphon and Sampling Theories.

A. Martina Neuman, Jason J. Bramburger

CoRR, 2023

2022

Superiority of GNN over NN in generalizing bandlimited functions.

A. Martina Neuman, Rongrong Wang, Yuying Xie

CoRR, 2022