Alan H. Gee

According to our database, Alan H. Gee authored at least 9 papers between 2015 and 2022.

Collaborative distances:

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

2022

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

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

CoRR, 2022

2021

FaiR-N: Fair and Robust Neural Networks for Structured Data.

Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 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

Automated movement detection reveals features of maturation in preterm infants.

Ian Zuzarte, Alan H. Gee, Dagmar Sternad, David Paydarfar

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Explaining Deep Classification of Time-Series Data with Learned Prototypes.

Alan H. Gee, Diego García-Olano, Joydeep Ghosh, David Paydarfar

Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

2018

Bayesian Online Changepoint Detection Of Physiological Transitions.

Alan H. Gee, Joshua Chang, Joydeep Ghosh, David Paydarfar

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Predicting Bradycardia in Preterm Infants Using Point Process Analysis of Heart Rate.

Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic

IEEE Trans. Biomed. Eng., 2017

2016

Improving heart rate estimation in preterm infants with bivariate point process analysis of heart rate and respiration.

Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Uncovering statistical features of bradycardia severity in premature infants using a point process model.

Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015