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Journal Articles
- 2017
[j1]Alan H. Gee, Riccardo Barbieri
, David Paydarfar, Premananda Indic:
Predicting Bradycardia in Preterm Infants Using Point Process Analysis of Heart Rate. IEEE Trans. Biomed. Eng. 64(9): 2300-2308 (2017)
Conference and Workshop Papers
- 2024
- [c8]Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh:
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. AIAI (4) 2024: 183-196 - 2021
- [c7]Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh:
FaiR-N: Fair and Robust Neural Networks for Structured Data. AIES 2021: 946-955 - 2020
- [c6]Ian Zuzarte, Alan H. Gee, Dagmar Sternad, David Paydarfar:
Automated movement detection reveals features of maturation in preterm infants. EMBC 2020: 600-603 - [c5]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: 5249-5251 - 2019
- [c4]Alan H. Gee, Diego García-Olano, Joydeep Ghosh, David Paydarfar:
Explaining Deep Classification of Time-Series Data with Learned Prototypes. KDH@IJCAI 2019: 15-22 - 2018
- [c3]Alan H. Gee, Joshua Chang, Joydeep Ghosh, David Paydarfar:
Bayesian Online Changepoint Detection Of Physiological Transitions. EMBC 2018: 45-48 - 2016
- [c2]Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic:
Improving heart rate estimation in preterm infants with bivariate point process analysis of heart rate and respiration. EMBC 2016: 920-923 - 2015
- [c1]Alan H. Gee, Riccardo Barbieri, David Paydarfar, Premananda Indic:
Uncovering statistical features of bradycardia severity in premature infants using a point process model. EMBC 2015: 5855-5858
Informal and Other Publications
- 2022
- [i3]Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh:
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. CoRR abs/2210.06578 (2022) - 2020
- [i2]Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh:
FaiR-N: Fair and Robust Neural Networks for Structured Data. CoRR abs/2010.06113 (2020) - 2019
- [i1]Alan H. Gee, Diego García-Olano, Joydeep Ghosh, David Paydarfar:
Explaining Deep Classification of Time-Series Data with Learned Prototypes. CoRR abs/1904.08935 (2019)
Coauthor Index
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