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A Self-aware Personal Assistant for Making Personalized Privacy Decisions

May 13, 2022
Gonul Ayci, Murat Sensoy, Arzucan ÖzgÜr, Pinar Yolum

* 24 pages, 11 figures, 7 tables 

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Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits

Feb 22, 2021
Federico Cerutti, Lance M. Kaplan, Angelika Kimmig, Murat Sensoy

* Under submission to MACH 

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Process Discovery for Structured Program Synthesis

Aug 13, 2020
Dell Zhang, Alexander Kuhnle, Julian Richardson, Murat Sensoy

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Uncertainty-Aware Deep Classifiers using Generative Models

Jun 07, 2020
Murat Sensoy, Lance Kaplan, Federico Cerutti, Maryam Saleki

* This is a post-referred version of a conference paper published in AAAI 2020 

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Evidential Deep Learning to Quantify Classification Uncertainty

Oct 31, 2018
Murat Sensoy, Lance Kaplan, Melih Kandemir

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Probabilistic Logic Programming with Beta-Distributed Random Variables

Oct 31, 2018
Federico Cerutti, Lance Kaplan, Angelika Kimmig, Murat Sensoy

* Accepted for presentation at AAAI 2019 

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Uncertainty Aware AI ML: Why and How

Sep 20, 2018
Lance Kaplan, Federico Cerutti, Murat Sensoy, Alun Preece, Paul Sullivan

* Presented at AAAI FSS-18: Artificial Intelligence in Government and Public Sector, Arlington, Virginia, USA 

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