4 citations · 9 across the 9 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.LG2024
Causal Order Discovery based on Monotonic SCMs
Ali Izadi, Martin Ester
In this paper, we consider the problem of causal order discovery within the framework of monotonic Structural Causal Models (SCMs), which have gained attention for their potential…
q-bio.BM2024★ 4 cited
Generative Flows on Synthetic Pathway for Drug Design
Seonghwan Seo, Minsu Kim, Tony Shen +4
Generative models in drug discovery have recently gained attention as efficient alternatives to brute-force virtual screening. However, most existing models do not account for synt…
cs.LG2024
Geometric-informed GFlowNets for Structure-Based Drug Design
Grayson Lee, Tony Shen, Martin Ester
The rise of cost involved with drug discovery and current speed of which they are discover, underscore the need for more efficient structure-based drug design (SBDD) methods. We em…