50 citations · 131 across the 10 of their papers we have counts for
3 papers · 1 filter
Visual Diagnostics for Constrained Optimisation with Application to Guided Tours
H. Sherry Zhang, Dianne Cook, Ursula Laa +2
A guided tour helps to visualise high-dimensional data by showing low-dimensional projections along a projection pursuit optimisation path. Projection pursuit is a generalisation o…
Deep Semi-Martingale Optimal Transport
Ivan Guo, Nicolas Langrené, Grégoire Loeper +1
We propose two deep neural network-based methods for solving semi-martingale optimal transport problems. The first method is based on a relaxation/penalization of the terminal cons…
Versatile and Robust Transient Stability Assessment via Instance Transfer Learning
Seyedali Meghdadi, Guido Tack, Ariel Liebman +2
To support N-1 pre-fault transient stability assessment, this paper introduces a new data collection method in a data-driven algorithm incorporating the knowledge of power system d…