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
Showing 2017Show all
3 papers · 1 filter
cs.AI2017
Preference fusion and Condorcet's Paradox under uncertainty
Yiru Zhang, Tassadit Bouadi, Arnaud Martin
Facing an unknown situation, a person may not be able to firmly elicit his/her preferences over different alternatives, so he/she tends to express uncertain preferences. Given a co…
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…
cs.IT2017★ 10 cited
Ensemble Estimation of Generalized Mutual Information with Applications to Genomics
Kevin R. Moon, Kumar Sricharan, Alfred O. Hero
Mutual information is a measure of the dependence between random variables that has been used successfully in myriad applications in many fields. Generalized mutual information mea…