4 citations · 6 across the 5 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022★ 1 cited
Counterfactual Analysis in Dynamic Latent State Models
Martin Haugh, Raghav Singal
We provide an optimization-based framework to perform counterfactual analysis in a dynamic model with hidden states. Our framework is grounded in the ``abduction, action, and predi…
math.OC2022
Wasserstein Logistic Regression with Mixed Features
Aras Selvi, Mohammad Reza Belbasi, Martin B Haugh +1
Recent work has leveraged the popular distributionally robust optimization paradigm to combat overfitting in classical logistic regression. While the resulting classification schem…