Invariant risk minimization (IRM) has received increasing attention as a...
Recent advances in deep learning have led to breakthroughs in the develo...
Inferring causal individual treatment effect (ITE) from observational da...
The standard risk minimization paradigm of machine learning is brittle w...
Autonomous cyber-physical agents and systems play an increasingly large ...