Publications

1. Estimating Joint Probability Distribution With Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries

Pranava Singhal, Waqar Mirza, Ajit Rajwade, Karthik S. Gurumoorthy

arXiv      IEEE      poster

Accepted at the 31st European Signal Processing Conference (EUSIPCO) 2023

2. PairNet: Training with Observed Pairs to Estimate Treatment Effect on Individual

Lokesh Nagalapatti, Pranava Singhal, Sunita Sarawagi, Avishek Ghosh

arXiv      poster      GitHub

Accepted at International Conference on Machine Learning (ICML) 2024

3. Greedy Shapley Client Selection for Communication-Efficient Federated Learning

Pranava Singhal, Shashi Raj Pandey, Petar Popovski

Accepted at IEEE Networking Letters

arXiv      GitHub