Mixture of Projection Experts for Multivariate Long-Term Time Series Forecasting

Authors: Niu, Hao, Habault, Guillaume, Cao, Defu, Zhang, Yizhou, Legaspi, Roberto, Ung, Huy Quang, Enouen, James, Wada, Shinya, Ono, Chihiro, Minamikawa, Atsunori, Liu, Yan

Source: 2024 International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2024 International Conference on. :1798-1803 Dec, 2024

Relation: 2024 International Conference on Machine Learning and Applications (ICMLA)

InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly

Authors: Enouen, James, Liu, Yan

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2502.14177

Speak so a physicist can understand you! TetrisCNN for detecting phase transitions and order parameters

Authors: Cybiński, Kacper, Enouen, James, Georges, Antoine, Dawid, Anna

Subject Terms: Quantum Physics, Condensed Matter - Disordered Systems and Neural Networks

Access URL: http://arxiv.org/abs/2411.02237

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

Authors: Enouen, James, Sugiyama, Mahito

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2410.11964

Discovering Car-following Dynamics from Trajectory Data through Deep Learning

Authors: Angah, Ohay, Enouen, James, Xuegang, Ban, Liu, Yan

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.00251

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

Authors: Enouen, James, Nakhost, Hootan, Ebrahimi, Sayna, Arik, Sercan O, Liu, Yan, Pfister, Tomas

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2312.01279

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

Authors: Enouen, James, Sun, Tianshu, Liu, Yan

Subject Terms: Computer Science - Machine Learning, Computer Science - Computers and Society, Statistics - Methodology

Access URL: http://arxiv.org/abs/2309.01780

Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders

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

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.02320

Estimating Treatment Effects in Continuous Time with Hidden Confounders

Authors: Cao, Defu, Enouen, James, Liu, Yan

Subject Terms: Computer Science - Machine Learning, Statistics - Methodology

Access URL: http://arxiv.org/abs/2302.09446

Hierarchical Classification with Confidence using Generalized Logits

Authors: Davis, Jim, Liang, Tong, Enouen, James, Ilin, Roman

Source: 2020 25th International Conference on Pattern Recognition (ICPR) Pattern Recognition (ICPR), 2020 25th International Conference on. :1874-1881 Jan, 2021

Relation: 2020 25th International Conference on Pattern Recognition (ICPR)

Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection

Authors: Enouen, James, Liu, Yan

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2209.09326

Interpretable Artificial Intelligence through the Lens of Feature Interaction

Authors: Tsang, Michael, Enouen, James, Liu, Yan

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2103.03103

What is the Perfect Shuffle?

Authors: Enouen, James

Subject Terms: Mathematics - Combinatorics

Access URL: http://arxiv.org/abs/1911.07426

Hierarchical Classification with Confidence Using Generalized Logits
25th International conference on pattern recognition (ICPR 2020)

Authors: Davis, James W., Liang, Tong, Enouen, James, Ilin, Roman

Source: International Conference on Pattern Recognition. 25(3):1874-1881

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606864459&indx=1&recIds=ETOCCN606864459

Hierarchical Semantic Labeling with Adaptive Confidence
Visual computing, ISVC 2019 (14th International symposium)

Authors: Davis, Jim, Liang, Tong, Enouen, James, Ilin, Roman

Source: Lecture notes in computer science. 11845:169-183

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN605679247&indx=1&recIds=ETOCCN605679247

Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset.

Authors: Meng, Chuizheng, Trinh, Loc, Xu, Nan, Enouen, James, Liu, Yan

Source: Scientific Reports; 5/3/2022, Vol. 12 Issue 1, p1-28, 28p

Subject Terms: DEEP learning, FAIRNESS, HOSPITAL mortality, PREDICTION models, ARTIFICIAL respiration, CRITICAL care medicine