61 citations
- Arizona State UniversityUS7 papers
- University of MichiganUS4 papers
- California Institute of TechnologyUS3 papers
- University of ArizonaUS3 papers
- University of Illinois Urbana-ChampaignUS3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- IBM Research - HaifaIL2 papers
- Institut de Recherche en Informatique et Systèmes AléatoiresFR2 papers
- Jet Propulsion LaboratoryUS2 papers
- OpticaUS2 papers
- Rutgers, The State University of New JerseyUS2 papers
- Université de RennesFR2 papers
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stat.ML2023
Know, Grow, and Protect Net Worth: Using ML for Asset Protection by Preventing Overdraft Fees
Avishek Kumar, Tyson Silver
When a customer overdraws their bank account and their balance is negative they are assessed an overdraft fee. Americans pay approximately $15 billion in unnecessary overdraft fee…
stat.ML2017★ 2 cited
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies
Elizabeth Hou, Kumar Sricharan, Alfred O. Hero
Data-driven anomaly detection methods suffer from the drawback of detecting all instances that are statistically rare, irrespective of whether the detected instances have real-worl…