{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T22:50:21Z","timestamp":1768517421330,"version":"3.49.0"},"reference-count":62,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,14]],"date-time":"2025-12-14T00:00:00Z","timestamp":1765670400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,14]],"date-time":"2025-12-14T00:00:00Z","timestamp":1765670400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,14]]},"DOI":"10.1109\/icpads67057.2025.11323060","type":"proceedings-article","created":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T20:36:54Z","timestamp":1768423014000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Interpretable Bilevel Additive Taylor Model for Datasets with Noisy Labels and Imbalanced Classes"],"prefix":"10.1109","author":[{"given":"Wenxing","family":"Zhou","sequence":"first","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University,Tianjin,China"}]},{"given":"Chao","family":"Xu","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University,Tianjin,China"}]},{"given":"Lian","family":"Peng","sequence":"additional","affiliation":[{"name":"Hubei Central China Technology Development of Electric Power Co., Ltd,Wuhan,China"}]},{"given":"Xuelin","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Informatics, Huazhong Agricultural University,Wuhan,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1214\/21-SS133"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2024.2412364"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124332"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04898-2_594"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467453"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00718.x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-023-2662-3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM59182.2024.00116"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41576-022-00532-2"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbad236"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1017\/S0266466600005478"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-018-0019-x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3005144"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2011.04.006"},{"key":"ref15","article-title":"Group sparse additive machine","volume":"30","author":"Chen","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref16","article-title":"Multi-task additive models for robust estimation and automatic structure discovery","author":"Wang","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref17","first-page":"4699","article-title":"Neural additive models: Interpretable machine learning with neural nets","volume":"34","author":"Agarwal","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref18","article-title":"Node-gam: Neural generalized additive model for interpretable deep learning","author":"Chang","year":"2021","journal-title":"arXiv preprint"},{"key":"ref19","article-title":"Model-agnostic interpretability of machine learning","author":"Ribeiro","year":"2016","journal-title":"arXiv preprint"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0138-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3375627.3375830"},{"key":"ref22","first-page":"9391","article-title":"Reliable post hoc explanations: Modeling uncertainty in explainability","volume":"34","author":"Slack","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0048-x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32251-9_72"},{"key":"ref25","first-page":"5338","article-title":"Concept bottleneck models","volume-title":"International conference on machine learning","author":"Koh","year":"2020"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20890-5_44"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-00265-z"},{"key":"ref28","article-title":"Promises and pitfalls of black-box concept learning models","author":"Mahinpei","year":"2021","journal-title":"arXiv preprint"},{"key":"ref29","article-title":"Concept embedding models","author":"Zarlenga","year":"2022","journal-title":"arXiv preprint"},{"key":"ref30","first-page":"23386","article-title":"Addressing leakage in concept bottleneck models","volume":"35","author":"Havasi","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3672020"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1214\/17-AOS1567"},{"key":"ref33","article-title":"Huber additive models for non-stationary time series analysis","volume-title":"International Conference on Learning Representations","author":"Wang","year":"2022"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1142\/S0219530520400011"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.12.129"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3280349"},{"key":"ref37","article-title":"Tilted sparse additive models","volume-title":"International Conference on Machine Learning","author":"Wang","year":"2023"},{"key":"ref38","article-title":"Meta-weight-net: Learning an explicit mapping for sample weighting","volume":"32","author":"Shu","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3271451"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3105104"},{"key":"ref42","article-title":"Generalizing importance weighting to a universal solver for distribution shift problems","volume":"36","author":"Fang","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref43","author":"Liu","year":"2022","journal-title":"Kan: Kolmogorov-arnold networks"},{"key":"ref44","first-page":"8414","article-title":"Neural basis models for interpretability","volume":"35","author":"Radenovic","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref45","first-page":"2420","article-title":"Consistent feature selection for analytic deep neural networks","volume":"33","author":"Dinh","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i7.26027"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i7.26050"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2022.3209997"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.15666"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.2307\/3029337"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2023.06.002"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN60899.2024.10650860"},{"key":"ref54","first-page":"19598","article-title":"Optimal Hessian\/Jacobian-free nonconvex-PL bilevel optimization","volume-title":"International Conference on Machine Learning","volume":"235","author":"Huang","year":"2024"},{"key":"ref55","first-page":"5508","article-title":"Fine-grained analysis of stability and generalization for stochastic bilevel optimization","volume-title":"International Joint Conference on Artificial Intelligence","author":"Zhang","year":"2024"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC50000.2020.9219587"},{"key":"ref57","volume-title":"Airbnb listing & reviews","year":"2022"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/aaae69"},{"key":"ref59","volume-title":"The mnist database of handwritten digits","author":"LeCun","year":"1998"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00559"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109894"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2025.3527377"}],"event":{"name":"2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)","location":"Hefei, China","start":{"date-parts":[[2025,12,14]]},"end":{"date-parts":[[2025,12,18]]}},"container-title":["2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11322805\/11322871\/11323060.pdf?arnumber=11323060","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T07:09:22Z","timestamp":1768460962000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11323060\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,14]]},"references-count":62,"URL":"https:\/\/doi.org\/10.1109\/icpads67057.2025.11323060","relation":{},"subject":[],"published":{"date-parts":[[2025,12,14]]}}}