James Enouen

18 papers A* 3B 1C 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Complete Decomposition of KL Error using Refined Information and Mode Interaction Selection.
Trans. Mach. Learn. Res.
James Enouen, Mahito Sugiyama
2025 J jnl
Higher-Order Causal Structure Learning with Additive Models.
CoRR
James Enouen, Yujia Zheng, Ignavier Ng, Yan Liu, Kun Zhang
2025 A* conf
InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly.
ICLR
James Enouen, Yan Liu
2025 J jnl
InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly.
CoRR
James Enouen, Yan Liu
2024 J jnl
A Complete Decomposition of KL Error using Refined Information and Mode Interaction Selection.
CoRR
James Enouen, Mahito Sugiyama
2024 J jnl
Discovering Car-following Dynamics from Trajectory Data through Deep Learning.
CoRR
Ohay Angah, James Enouen, Xuegang Ban, Yan Liu
2024 C conf
Mixture of Projection Experts for Multivariate Long-Term Time Series Forecasting.
ICMLA
Hao Niu, Guillaume Habault, Defu Cao, Yizhou Zhang, Roberto Legaspi, Huy Quang Ung, James Enouen, Shinya Wada, Chihiro Ono, Atsunori Minamikawa, Yan Liu
2024 — conf
TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents.
ACL (Findings)
James Enouen, Hootan Nakhost, Sayna Ebrahimi, Sercan Ö. Arik, Yan Liu, Tomas Pfister
2023 A* conf
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders.
AAAI
Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu
2023 J jnl
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders.
CoRR
Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu
2023 J jnl
Estimating Treatment Effects in Continuous Time with Hidden Confounders.
CoRR
Defu Cao, James Enouen, Yan Liu
2023 J jnl
Measuring, Interpreting, and Improving Fairness of Algorithms using Causal Inference and Randomized Experiments.
CoRR
James Enouen, Tianshu Sun, Yan Liu
2023 J jnl
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents.
CoRR
James Enouen, Hootan Nakhost, Sayna Ebrahimi, Sercan Ö. Arik, Yan Liu, Tomas Pfister
2022 A* conf
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection.
NeurIPS
James Enouen, Yan Liu
2022 J jnl
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection.
CoRR
James Enouen, Yan Liu
2021 J jnl
Interpretable Artificial Intelligence through the Lens of Feature Interaction.
CoRR
Michael Tsang, James Enouen, Yan Liu
2020 B conf
Hierarchical Classification with Confidence using Generalized Logits.
ICPR
Jim Davis, Tong Liang, James Enouen, Roman Ilin
2019 — conf
Hierarchical Semantic Labeling with Adaptive Confidence.
ISVC (2)
Jim Davis, Tong Liang, James Enouen, Roman Ilin