1 citations · 1 across the 1 of their papers we have counts for
4 papers
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective
Naman Goel, Alfonso Amayuelas, Amit Deshpande +1
Training datasets for machine learning often have some form of missingness. For example, to learn a model for deciding whom to give a loan, the available training data includes ind…
Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain
Naman Goel, Cyril van Schreven, Aris Filos-Ratsikas +1
Blockchain based systems allow various kinds of financial transactions to be executed in a decentralized manner. However, these systems often rely on a trusted third party (oracle)…
Crowdsourcing with Fairness, Diversity and Budget Constraints
Naman Goel, Boi Faltings
Recent studies have shown that the labels collected from crowdworkers can be discriminatory with respect to sensitive attributes such as gender and race. This raises questions abou…
Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd
Naman Goel, Boi Faltings
An important class of game-theoretic incentive mechanisms for eliciting effort from a crowd are the peer based mechanisms, in which workers are paid by matching their answers with…