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01/05/2021
Explainable AI and Adoption of Algorithmic Advisors: an Experimental Study
Machine learning is becoming a commonplace part of our technological exp...
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08/07/2019
Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning
As AI systems develop in complexity it is becoming increasingly hard to ...
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07/23/2018
Identifying Financial Institutions by Transaction Signatures
Financial data aggregators and Personal Financial Management (PFM) servi...
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07/16/2018
A Statistical Approach to Inferring Business Locations Based on Purchase Behavior
Transaction data obtained by Personal Financial Management (PFM) service...
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07/10/2018
Privacy-Adversarial User Representations in Recommender Systems
Latent factor models for recommender systems represent users and items a...
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12/19/2017
Fusing Multifaceted Transaction Data for User Modeling and Demographic Prediction
Inferring user characteristics such as demographic attributes is of the ...
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04/20/2017
Every Untrue Label is Untrue in its Own Way: Controlling Error Type with the Log Bilinear Loss
Deep learning has become the method of choice in many application domain...
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07/24/2016
Online Trajectory Segmentation and Summary With Applications to Visualization and Retrieval
Trajectory segmentation is the process of subdividing a trajectory into ...
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11/17/2015
