7 citations · 44 across the 47 of their papers we have counts for
4 papers · 1 filter
FROC: Building Fair ROC from a Trained Classifier
Avyukta Manjunatha Vummintala, Shantanu Das, Sujit Gujar
This paper considers the problem of fair probabilistic binary classification with binary protected groups. The classifier assigns scores, and a practitioner predicts labels using a…
MEV Ecosystem Evolution From Ethereum 1.0
Rasheed, Yash Chaurasia, Parth Desai +1
Smart contracts led to the emergence of the decentralized finance (DeFi) marketplace within blockchain ecosystems, where diverse participants engage in financial activities. In tra…
Towards Rational Consensus in Honest Majority
Varul Srivastava, Sujit Gujar
Distributed consensus protocols reach agreement among players in the presence of adversaries; different protocols support different values of . Existing works study this…
Towards Fairness in Provably Communication-Efficient Federated Recommender Systems
Kirandeep Kaur, Sujit Gujar, Shweta Jain
To reduce the communication overhead caused by parallel training of multiple clients, various federated learning (FL) techniques use random client sampling. Nonetheless, ensuring t…