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Keith Burghardt

Information Science Institute, University of Southern California

Data-Driven Estimation of Heterogeneous Treatment Effects


Jan 16, 2023
Christopher Tran, Keith Burghardt, Kristina Lerman, Elena Zheleva

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Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats


Oct 31, 2022
Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

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* 5 pages 

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Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion


Oct 28, 2022
Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

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* 5 pages, 1 figure 

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Quantifying How Hateful Communities Radicalize Online Users


Oct 02, 2022
Matheus Schmitz, Keith Burghardt, Goran Muric

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Inferring topological transitions in pattern-forming processes with self-supervised learning


Mar 19, 2022
Marcin Abram, Keith Burghardt, Greg Ver Steeg, Aram Galstyan, Remi Dingreville

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* 15 pages, 5 figures 

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Emergent Instabilities in Algorithmic Feedback Loops


Jan 18, 2022
Keith Burghardt, Kristina Lerman

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* 10 pages, 5 figures 

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Heterogeneous Effects of Software Patches in a Multiplayer Online Battle Arena Game


Oct 27, 2021
Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman

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* Proceedings of The 16th International Conference on the Foundations of Digital Games (FDG) 2021 
* 9 pages, 11 figures 

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A Python Package to Detect Anti-Vaccine Users on Twitter


Oct 21, 2021
Matheus Schmitz, Goran Murić, Keith Burghardt

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DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data


Aug 31, 2021
Nazanin Alipourfard, Keith Burghardt, Kristina Lerman

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