Estimating Joint Probability Distribution with Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries. - Pranava Singhal; Waqar Mirza; Ajit Rajwade 001; Karthik S. Gurumoorthy (EUSIPCO, 2023)

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

Greedy Shapley Client Selection for Communication-Efficient Federated Learning. - Pranava Singhal; Shashi Raj Pandey; Petar Popovski (IEEE Netw. Lett., 2024)

Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE. - Lokesh Nagalapatti; Pranava Singhal; Avishek Ghosh; Sunita Sarawagi (Trans. Mach. Learn. Res., 2025)