Xintian Han

According to our database, Xintian Han authored at least 8 papers between 2018 and 2022.

Collaborative distances:

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

2022

Survival Mixture Density Networks.

Xintian Han, Mark Goldstein, Rajesh Ranganath

Proceedings of the Machine Learning for Healthcare Conference, 2022

2021

Inverse-Weighted Survival Games.

Xintian Han, Mark Goldstein, Aahlad Manas Puli, Thomas Wies, Adler J. Perotte, Rajesh Ranganath

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach.

Carlos Fernandez, Foster J. Provost, Xintian Han

CoRR, 2020

X-CAL: Explicit Calibration for Survival Analysis.

Mark Goldstein, Xintian Han, Aahlad Manas Puli, Adler J. Perotte, Rajesh Ranganath

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Survival Analysis: The Impact of Feature Missingness.

Shreyas Bhave, Xintian Han, Rajesh Ranganath, Adler J. Perotte

Proceedings of the AMIA 2020, 2020

2019

Adversarial Examples for Electrocardiograms.

Xintian Han, Yuxuan Hu, Luca Foschini, Larry Chinitz, Lior Jankelson, Rajesh Ranganath

CoRR, 2019

Counterfactual Explanations for Data-Driven Decisions.

Carlos Fernandez, Foster J. Provost, Xintian Han

Proceedings of the 40th International Conference on Information Systems, 2019

2018

A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation.

Karl Rohe, Jun Tao, Xintian Han, Norbert Binkiewicz

J. Mach. Learn. Res., 2018