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cs.LG2025
Federated Instrumental Variable Analysis via Federated Generalized Method of Moments
Geetika, Somya Tyagi, Bapi Chatterjee
Instrumental variables (IV) analysis is an important applied tool for areas such as healthcare and consumer economics. For IV analysis in high-dimensional settings, the Generalized…
cs.DC2025
FedOptimus: Optimizing Vertical Federated Learning for Scalability and Efficiency
Nikita Shrivastava, Drishya Uniyal, Bapi Chatterjee
Federated learning (FL) is a collaborative machine learning paradigm which ensures data privacy by training models across distributed datasets without centralizing sensitive inform…