James Enouen

According to our database, James Enouen authored at least 10 papers between 2019 and 2024.

Collaborative distances:

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

2024

A Complete Decomposition of KL Error using Refined Information and Mode Interaction Selection.

James Enouen, Mahito Sugiyama

CoRR, 2024

Discovering Car-following Dynamics from Trajectory Data through Deep Learning.

Ohay Angah, James Enouen, Xuegang Ban, Yan Liu

CoRR, 2024

TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents.

James Enouen, Hootan Nakhost, Sayna Ebrahimi, Sercan Ö. Arik, Yan Liu, Tomas Pfister

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Measuring, Interpreting, and Improving Fairness of Algorithms using Causal Inference and Randomized Experiments.

James Enouen, Tianshu Sun, Yan Liu

CoRR, 2023

Estimating Treatment Effects in Continuous Time with Hidden Confounders.

Defu Cao, James Enouen, Yan Liu

CoRR, 2023

Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders.

Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection.

James Enouen, Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Interpretable Artificial Intelligence through the Lens of Feature Interaction.

Michael Tsang, James Enouen, Yan Liu

CoRR, 2021

2020

Hierarchical Classification with Confidence using Generalized Logits.

Jim Davis, Tong Liang, James Enouen, Roman Ilin

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Hierarchical Semantic Labeling with Adaptive Confidence.

Jim Davis, Tong Liang, James Enouen, Roman Ilin

Proceedings of the Advances in Visual Computing, 2019