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Roman Garnett

Washington University in St. Louis

A Visual Active Search Framework for Geospatial Exploration


Nov 28, 2022
Anindya Sarkar, Michael Lanier, Scott Alfeld, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik

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* 17 pages, 12 figures, Code at this https URL: https://github.com/anindyasarkarIITH/VAS 

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A Unified Comparison of User Modeling Techniques for Predicting Data Interaction and Detecting Exploration Bias


Aug 09, 2022
Sunwoo Ha, Shayan Monadjemi, Roman Garnett, Alvitta Ottley

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Nonmyopic Multiclass Active Search for Diverse Discovery


Feb 08, 2022
Quan Nguyen, Roman Garnett

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Nonmyopic Multifidelity Active Search


Jul 07, 2021
Quan Nguyen, Arghavan Modiri, Roman Garnett

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* To appear in ICML 2021 

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Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees


Jun 29, 2020
Shali Jiang, Daniel R. Jiang, Maximilian Balandat, Brian Karrer, Jacob R. Gardner, Roman Garnett

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GPIRT: A Gaussian Process Model for Item Response Theory


Jun 17, 2020
JBrandon Duck-Mayr, Roman Garnett, Jacob M. Montgomery

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Efficient nonmyopic Bayesian optimization and quadrature


Oct 16, 2019
Shali Jiang, Henry Chai, Javier Gonzalez, Roman Garnett

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* 13 pages, 4 figures, 6 tables, 1 algorithm 

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D-VAE: A Variational Autoencoder for Directed Acyclic Graphs


May 30, 2019
Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen

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