2 papers
cs.LG2025
Robust time series generation via Schrödinger Bridge: a comprehensive evaluation
Alexandre Alouadi, Baptiste Barreau, Laurent Carlier +1
We investigate the generative capabilities of the Schrödinger Bridge (SB) approach for time series. The SB framework formulates time series synthesis as an entropic optimal interp…
cs.IR2025
Rolling Forward: Enhancing LightGCN with Causal Graph Convolution for Credit Bond Recommendation
Ashraf Ghiye, Baptiste Barreau, Laurent Carlier +1
Graph Neural Networks have significantly advanced research in recommender systems over the past few years. These methods typically capture global interests using aggregated past in…