Singhal, Pranava

3 publications

TMLR 2025 Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE Lokesh Nagalapatti, Pranava Singhal, Avishek Ghosh, Sunita Sarawagi

NeurIPSW 2024 Leveraging a Simulator for Learning Causal Representations for CATE from Post-Treatment Covariates Lokesh Nagalapatti, Pranava Singhal, Avishek Ghosh, Sunita Sarawagi

ICML 2024 PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect Lokesh Nagalapatti, Pranava Singhal, Avishek Ghosh, Sunita Sarawagi