2 papers
cs.LG2019
Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning
Yair Horesh, Noa Haas, Elhanan Mishraky +2
As AI systems develop in complexity it is becoming increasingly hard to ensure non-discrimination on the basis of protected attributes such as gender, age, and race. Many recent me…
cs.CY2018
Identifying Financial Institutions by Transaction Signatures
Noa Haas, Yair Horesh, Shimon Shahar +1
Financial data aggregators and Personal Financial Management (PFM) services are software products that help individuals manage personal finances by collecting information from mult…