2 papers
cs.LG2026
Invariance Pair Guidance: Robustness to Spurious Correlations via Corrective Gradients
Martin Surner, Abdelmajid Khelil, Ludwig Bothmann
Machine learning models are inherently bound to the distribution of the training data, often exploiting non-causal shortcuts. As a result, achieving robustness to spurious correlat…
cs.CR2025
Deep Q-Learning Assisted Bandwidth Reservation for Multi-Operator Time-Sensitive Vehicular Networking
Abdullah Al-Khatib, Albert Gergus, Muneeb Ul Hassan +3
Very few available individual bandwidth reservation schemes provide efficient and cost-effective bandwidth reservation that is required for safety-critical and time-sensitive vehic…