Sunita Sarawagi

8

Papers

14

Total Citations

Papers (8)

Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing

From Search to Sampling: Generative Models for Robust Algorithmic Recourse

Robust Root Cause Diagnosis using In-Distribution Interventions

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class

PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect

Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time

NeurIPS 2021arXiv

Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations

NeurIPS 2021arXiv

Learning Recourse on Instance Environment to Enhance Prediction Accuracy