2 citations · 9 across the 10 of their papers we have counts for
3 papers · 1 filter
Theory-Guided Instance-Dependent Early Stopping via Second-Order Loss Dynamics
Ahad Bin Islam Shoeb, Jamal Uddin Tanvin, Kamrul Hasan +2
Instance-dependent early stopping (IES) reduces training computation by skipping backpropagation for examples whose losses have stabilized, but the second-order loss-difference cri…
LTV-CTDNet: Compositional Turning Decomposition for Short-Term Turning-Movement Forecasting
Md Atiqur Rahman Mallick, Kamrul Hasan, Robert T. White
Short-term turning-movement forecasts can support signal control and corridor operations, but unconstrained neural networks may produce physically impossible negative counts or out…
SD-CGAN: Conditional Sinkhorn Divergence GAN for DDoS Anomaly Detection in IoT Networks
Henry Onyeka, Emmanuel Samson, Liang Hong +3
The increasing complexity of IoT edge networks presents significant challenges for anomaly detection, particularly in identifying sophisticated Denial-of-Service (DoS) attacks and…