Jette Henderson

According to our database, Jette Henderson authored at least 19 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations.

Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2023

FEAMOE: Fair, Explainable and Adaptive Mixture of Experts.

Shubham Sharma, Jette Henderson, Joydeep Ghosh

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Federating recommendations using differentially private prototypes.

Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo

Pattern Recognit., 2022

2021

Understanding Collections of Related Datasets Using Dependent MMD Coresets.

Sinead A. Williamson, Jette Henderson

Inf., 2021

2020

Certifai: A Toolkit for Building Trust in AI Systems.

Jette Henderson, Shubham Sharma, Alan H. Gee, Valeri Alexiev, Steve Draper, Carlos Marin, Yessel Hinojosa, Christine Draper, Michael Perng, Luis Aguirre, Michael Li, Sara Rouhani, Shorya Consul, Susan Michalski, Akarsh Prasad, Mayank Chutani, Aditya Kumar, Shahzad Alam, Prajna Kandarpa, Binnu Jesudasan, Colton Lee, Michael Criscolo, Sinead Williamson, Matt Sanchez, Joydeep Ghosh

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

CERTIFAI: A Common Framework to Provide Explanations and Analyse the Fairness and Robustness of Black-box Models.

Shubham Sharma, Jette Henderson, Joydeep Ghosh

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

2019

CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models.

Shubham Sharma, Jette Henderson, Joydeep Ghosh

CoRR, 2019

Distributed Tensor Decomposition for Large Scale Health Analytics.

Huan He, Jette Henderson, Joyce C. Ho

Proceedings of the World Wide Web Conference, 2019

CP Tensor Decomposition with Cannot-Link Intermode Constraints.

Jette Henderson, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Jimeng Sun, Joydeep Ghosh, Joyce C. Ho

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2018

PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization.

Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh

CoRR, 2018

Phenotyping through Semi-Supervised Tensor Factorization (PSST).

Jette Henderson, Huan He, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho

Proceedings of the AMIA 2018, 2018

2017

Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping.

Jette Henderson, Joyce C. Ho, Abel N. Kho, Joshua C. Denny, Bradley A. Malin, Jimeng Sun, Joydeep Ghosh

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

gamAID: Greedy CP tensor decomposition for supervised EHR-based disease trajectory differentiation.

Jette Henderson, Joyce C. Ho, Joydeep Ghosh

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature.

Jette Henderson, Ryan Bridges, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Evaluating Methods for Distinguishing Between Human-Readable Text and Garbled Text.

Jette Henderson, Daniel Frazee, Nick Siegel, Cheryl Martin, Alexander Y. Liu

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Automated Verification of Phenotypes using PubMed.

Ryan Bridges, Jette Henderson, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

Evaluating Differences Between MIMIC II and III Critical Care Databases.

Matias I. Hurtado, Jette Henderson, Joydeep Ghosh

Proceedings of the AMIA 2016, 2016

2015

Gamma Process Poisson Factorization for Joint Modeling of Network and Documents.

Ayan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

2013

Exploring issues in software systems used and developed by domain experts.

Jette Henderson, Dewayne E. Perry

Proceedings of the 5th International Workshop on Software Engineering for Computational Science and Engineering, 2013