In many online decision processes, the optimizing agent is called to cho...
Standard neural networks struggle to generalize under distribution shift...
Individual Treatment Effect (ITE) prediction is an important area of res...
We propose a hierarchical version of dual averaging for zeroth-order onl...
We consider the problem of online learning with non-convex losses. In te...
Individual Treatment Effect (ITE) estimation is an extensively researche...