Jette Henderson

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Automated Verification

Medical Literature

Tensor Decomposition

Top Venues

Publications

Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. AIAI (4) (2024)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. IJCAI (2023)
Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo
Federating recommendations using differentially private prototypes. Pattern Recognit. 129 (2022)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. CoRR (2022)
Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. CoRR (2022)
Sinead A. Williamson, Jette Henderson
Understanding Collections of Related Datasets Using Dependent MMD Coresets. Inf. 12 (10) (2021)
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
Certifai: A Toolkit for Building Trust in AI Systems. IJCAI (2020)
Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo
Federating Recommendations Using Differentially Private Prototypes. CoRR (2020)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
CERTIFAI: A Common Framework to Provide Explanations and Analyse the Fairness and Robustness of Black-box Models. AIES (2020)
Jette Henderson, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Jimeng Sun, Joydeep Ghosh, Joyce C. Ho
CP Tensor Decomposition with Cannot-Link Intermode Constraints. SDM (2019)
Shubham Sharma, Jette Henderson, Joydeep Ghosh
CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models. CoRR (2019)
Huan He, Jette Henderson, Joyce C. Ho
Distributed Tensor Decomposition for Large Scale Health Analytics. WWW (2019)
Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh
PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization. CoRR (2018)
Jette Henderson, Huan He, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho
Phenotyping through Semi-Supervised Tensor Factorization (PSST). AMIA (2018)
Jette Henderson, Joyce C. Ho, Abel N. Kho, Joshua C. Denny, Bradley A. Malin, Jimeng Sun, Joydeep Ghosh
Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping. ICHI (2017)
Jette Henderson, Ryan Bridges, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh
PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature. CRI (2017)
Jette Henderson, Joyce C. Ho, Joydeep Ghosh
gamAID: Greedy CP tensor decomposition for supervised EHR-based disease trajectory differentiation. EMBC (2017)
Ryan Bridges, Jette Henderson, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh
Automated Verification of Phenotypes using PubMed. BCB (2016)
Matias I. Hurtado, Jette Henderson, Joydeep Ghosh
Evaluating Differences Between MIMIC II and III Critical Care Databases. AMIA (2016)
Ayan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh
Gamma Process Poisson Factorization for Joint Modeling of Network and Documents. ECML/PKDD (1) (2015)
Jette Henderson, Dewayne E. Perry
Exploring issues in software systems used and developed by domain experts. SE-CSE@ICSE (2013)