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Counterexample-Guided Learning of Monotonic Neural Networks

Jun 16, 2020
Aishwarya Sivaraman, Golnoosh Farnadi, Todd Millstein, Guy Van den Broeck

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User Profiling Using Hinge-loss Markov Random Fields

Jan 05, 2020
Golnoosh Farnadi, Lise Getoor, Marie-Francine Moens, Martine De Cock

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Compiling Stochastic Constraint Programs to And-Or Decision Diagrams

Sep 23, 2019
Behrouz Babaki, Golnoosh Farnadi, Gilles Pesant

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Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns

Jun 10, 2019
YooJung Choi, Golnoosh Farnadi, Behrouz Babaki, Guy Van den Broeck

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A Fairness-aware Hybrid Recommender System

Sep 13, 2018
Golnoosh Farnadi, Pigi Kouki, Spencer K. Thompson, Sriram Srinivasan, Lise Getoor

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VirtualIdentity: Privacy-Preserving User Profiling

Aug 30, 2018
Sisi Wang, Wing-Sea Poon, Golnoosh Farnadi, Caleb Horst, Kebra Thompson, Michael Nickels, Rafael Dowsley, Anderson C. A. Nascimento, Martine De Cock

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Scalable Structure Learning for Probabilistic Soft Logic

Jul 03, 2018
Varun Embar, Dhanya Sridhar, Golnoosh Farnadi, Lise Getoor

* 8 pages, 2 figures 

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