Paidamoyo Chapfuwa

According to our database, Paidamoyo Chapfuwa authored at least 12 papers between 2018 and 2023.

Collaborative distances:

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

2023

Calibration and Uncertainty in Neural Time-to-Event Modeling.

Paidamoyo Chapfuwa, Chenyang Tao, Chunyuan Li, Irfan Khan, Karen Chandross, Michael J. Pencina, Lawrence Carin, Ricardo Henao

IEEE Trans. Neural Networks Learn. Syst., April, 2023

AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires.

Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa, Sahra Ghalebikesabi, Max Ilse, Steven Woodhouse, Rebecca Elyanow, Javier Zazo, Javier González Hernández, Julia Greissl, Edward Meeds

CoRR, 2023

AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires.

Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa, Sahra Ghalebikesabi, Maximilian Ilse, Steven Woodhouse, Rebecca Elyanow, Javier Zazo, Javier González Hernández, Julia Greissl, Edward Meeds

Proceedings of the Machine Learning for Healthcare Conference, 2023

Hawkes Process with Flexible Triggering Kernels.

Yamac Alican Isik, Paidamoyo Chapfuwa, Connor Davis, Ricardo Henao

Proceedings of the Machine Learning for Healthcare Conference, 2023

2022

Flexible Triggering Kernels for Hawkes Process Modeling.

Yamac Alican Isik, Connor Davis, Paidamoyo Chapfuwa, Ricardo Henao

CoRR, 2022

Capturing actionable dynamics with structured latent ordinary differential equations.

Paidamoyo Chapfuwa, Sherri Rose, Lawrence Carin, Edward Meeds, Ricardo Henao

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Enabling counterfactual survival analysis with balanced representations.

Paidamoyo Chapfuwa, Serge Assaad, Shuxi Zeng, Michael J. Pencina, Lawrence Carin, Ricardo Henao

Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021

2020

Survival Analysis meets Counterfactual Inference.

Paidamoyo Chapfuwa, Serge Assaad, Shuxi Zeng, Michael J. Pencina, Lawrence Carin, Ricardo Henao

CoRR, 2020

Survival cluster analysis.

Paidamoyo Chapfuwa, Chunyuan Li, Nikhil Mehta, Lawrence Carin, Ricardo Henao

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019

Survival Function Matching for Calibrated Time-to-Event Predictions.

Paidamoyo Chapfuwa, Chenyang Tao, Lawrence Carin, Ricardo Henao

CoRR, 2019

2018

Adversarial Time-to-Event Modeling.

Paidamoyo Chapfuwa, Chenyang Tao, Chunyuan Li, Courtney Page, Benjamin Alan Goldstein, Lawrence Carin, Ricardo Henao

Proceedings of the 35th International Conference on Machine Learning, 2018

NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing.

Dinghan Shen, Qinliang Su, Paidamoyo Chapfuwa, Wenlin Wang, Guoyin Wang, Ricardo Henao, Lawrence Carin

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018