Fast treeshap: Accelerating shap value computation for trees J Yang arXiv preprint arXiv:2109.09847, 2021 | 47 | 2021 |
Estimating time-varying graphical models J Yang, J Peng Journal of Computational and Graphical Statistics 29 (1), 191-202, 2020 | 41 | 2020 |
Feature contributors and influencers in machine learned predictive models J Yang, W Di, N Sehgal, S Guo US Patent 11,250,340, 2022 | 8 | 2022 |
Crystalcandle: A user-facing model explainer for narrative explanations J Yang, D Negoescu, P Ahammad arXiv preprint arXiv:2105.12941, 2021 | 3 | 2021 |
Label shift detection and adjustment in predictive modeling J Yang, Y Liu, P Ahammad, F Tan US Patent 11,599,746, 2023 | 2 | 2023 |
Human-understandable machine intelligence J Yang, Y Zhang, S Huang, B Baran, CY Kuan US Patent App. 16/584,623, 2021 | 2 | 2021 |
Intellige: A user-facing model explainer for narrative explanations J Yang, D Negoescu, P Ahammad arXiv preprint arXiv:2105.12941, 2021 | 2 | 2021 |
Estimating Time-Varying Graphical Models J Yang, J Peng arXiv preprint arXiv:1804.03811, 2018 | 1 | 2018 |
Epsilon*: Privacy Metric for Machine Learning Models DM Negoescu, H Gonzalez, SEA Orjany, J Yang, Y Lut, R Tandra, ... arXiv preprint arXiv:2307.11280, 2023 | | 2023 |
Unlocking Sales Growth: Account Prioritization Engine with Explainable AI S Jena, J Yang, F Tan arXiv preprint arXiv:2306.07464, 2023 | | 2023 |
Confounder Analysis in Measuring Representation in Product Funnels J Yang, W Su arXiv preprint arXiv:2206.02962, 2022 | | 2022 |
Estimating Spatially-Smoothed Fiber Orientation Distribution J Yang, S Hwang, J Peng arXiv preprint arXiv:1910.07712, 2019 | | 2019 |
Structural Learning with Smoothing J Yang University of California, Davis, 2018 | | 2018 |