Yonghan Jung

According to our database, Yonghan Jung authored at least 9 papers between 2017 and 2023.

Collaborative distances:

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

2023

Estimating Causal Effects Identifiable from a Combination of Observations and Experiments.

Yonghan Jung, Ivan Diaz, Jin Tian, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Estimating Joint Treatment Effects by Combining Multiple Experiments.

Yonghan Jung, Jin Tian, Elias Bareinboim

Proceedings of the International Conference on Machine Learning, 2023

2022

On Measuring Causal Contributions via do-interventions.

Yonghan Jung, Shiva Prasad Kasiviswanathan, Jin Tian, Dominik Janzing, Patrick Blöbaum, Elias Bareinboim

Proceedings of the International Conference on Machine Learning, 2022

2021

Double Machine Learning Density Estimation for Local Treatment Effects with Instruments.

Yonghan Jung, Jin Tian, Elias Bareinboim

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

Estimating Identifiable Causal Effects on Markov Equivalence Class through Double Machine Learning.

Yonghan Jung, Jin Tian, Elias Bareinboim

Proceedings of the 38th International Conference on Machine Learning, 2021

Estimating Identifiable Causal Effects through Double Machine Learning.

Yonghan Jung, Jin Tian, Elias Bareinboim

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Learning Causal Effects via Weighted Empirical Risk Minimization.

Yonghan Jung, Jin Tian, Elias Bareinboim

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

Estimating Causal Effects Using Weighting-Based Estimators.

Yonghan Jung, Jin Tian, Elias Bareinboim

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2017

Detection of PVC by using a wavelet-based statistical ECG monitoring procedure.

Yonghan Jung, Heeyoung Kim

Biomed. Signal Process. Control., 2017