Duen Horng Chau

WebSHAP: Towards Explaining Any Machine Learning Models Anywhere

Mar 16, 2023
Zijie J. Wang, Duen Horng Chau

* 5 pages, 4 figures. Accepted at the ACM Web Conference 2023 (WWW 2023). For a live demo, visit https://poloclub.github.io/webshap/. Code is open-source at https://github.com/poloclub/webshap

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GAM Coach: Towards Interactive and User-centered Algorithmic Recourse

Mar 01, 2023
Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau

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* Accepted to CHI 2023. 20 pages, 12 figures. For a demo video, see https://youtu.be/ubacP34H9XE. For a live demo, visit https://poloclub.github.io/gam-coach/

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Energy Transformer

Feb 14, 2023
Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov

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Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework

Feb 14, 2023
Austin P. Wright, Peter Nemere, Adrian Galvin, Duen Horng Chau, Scott Davidoff

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RobArch: Designing Robust Architectures against Adversarial Attacks

Jan 08, 2023
ShengYun Peng, Weilin Xu, Cory Cornelius, Kevin Li, Rahul Duggal, Duen Horng Chau, Jason Martin

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DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Nov 15, 2022
Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau

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* 14 pages, 5 figures. The dataset is available at https://huggingface.co/datasets/poloclub/diffusiondb. The code is at https://github.com/poloclub/diffusiondb

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NeuroMapper: In-browser Visualizer for Neural Network Training

Oct 22, 2022
Zhiyan Zhou, Kevin Li, Haekyu Park, Megan Dass, Austin Wright, Nilaksh Das, Duen Horng Chau

* IEEE VIS 2022

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IMB-NAS: Neural Architecture Search for Imbalanced Datasets

Sep 30, 2022
Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau

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TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization

Sep 19, 2022
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo Seltzer

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* Accepted at IEEE VIS 2022. 5 pages, 6 figures. For a demo video, see https://youtu.be/3eGqTmsStJM. For a live demo, visit https://poloclub.github.io/timbertrek

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