2 papers
cs.LG2026
Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship
Nang Hung Nguyen, Phi Le Nguyen, Thao Nguyen Truong +2
This paper introduces a new framework for recovering causal graphs from observational data, leveraging the observation that the distribution of an effect, conditioned on its causes…
cs.LG2025
Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques
Manh Cuong Dao, Phi Le Nguyen, Thao Nguyen Truong +1
Offline optimization has recently emerged as an increasingly popular approach to mitigate the prohibitively expensive cost of online experimentation. The key idea is to learn a sur…