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Sunita Sarawagi
Sunita Sarawagi
8
papers
67
total citations
papers (8)
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time
NEURIPS 2021
arXiv
35
citations
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing
AAAI 2024
arXiv
12
citations
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class
AAAI 2025
arXiv
9
citations
Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations
NEURIPS 2021
arXiv
4
citations
From Search to Sampling: Generative Models for Robust Algorithmic Recourse
ICLR 2025
arXiv
3
citations
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
ICML 2024
arXiv
3
citations
Robust Root Cause Diagnosis using In-Distribution Interventions
ICLR 2025
arXiv
1
citations
Learning Recourse on Instance Environment to Enhance Prediction Accuracy
NEURIPS 2022
0
citations