2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 2 cited
Individual Treatment Effect Estimation Through Controlled Neural Network Training in Two Stages
Naveen Nair, Karthik S. Gurumoorthy, Dinesh Mandalapu
We develop a Causal-Deep Neural Network (CDNN) model trained in two stages to infer causal impact estimates at an individual unit level. Using only the pre-treatment features in st…
cs.LG2017
Learning Discriminative Relational Features for Sequence Labeling
Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan
Discovering relational structure between input features in sequence labeling models has shown to improve their accuracy in several problem settings. However, the search space of re…