Nicolas Christianson

collaborators

2 papers

cs.DS2025

Prediction-Specific Design of Learning-Augmented Algorithms

Sizhe Li, Nicolas Christianson, Tongxin Li

Algorithms with predictions} has emerged as a powerful framework to combine the robustness of traditional online algorithms with the data-driven performance benefits of machine-lea…

eess.SY2024

Fast and Reliable $N - k$ Contingency Screening with Input-Convex Neural Networks

Nicolas Christianson, Wenqi Cui, Steven Low +2

Power system operators must ensure that dispatch decisions remain feasible in case of grid outages or contingencies to prevent cascading failures and ensure reliable operation. How…

Prediction-Specific Design of Learning-Augmented Algorithms

Fast and Reliable N−k Contingency Screening with Input-Convex Neural Networks

Fast and Reliable $N - k$ Contingency Screening with Input-Convex Neural Networks