Some Results on Neural Network Stability, Consistency, and Convergence: Insights into Non-IID Data, High-Dimensional Settings, and Physics-Informed Neural Networks. - Ronald Katende; Henry Kasumba; Godwin Kakuba; John M. Mango (CoRR, 2024)

Adaptive Error-Bounded Hierarchical Matrices for Efficient Neural Network Compression. - John M. Mango; Ronald Katende (CoRR, 2024)

Preserving Extreme Singular Values with One Oblivious Sketch. - John M. Mango; Ronald Katende (CoRR, 2025)

A Frobenius-Optimal Projection for Enforcing Linear Conservation in Learned Dynamical Models. - John M. Mango; Ronald Katende (CoRR, 2025)