{"id":779,"date":"2026-04-28T20:23:13","date_gmt":"2026-04-28T20:23:13","guid":{"rendered":"https:\/\/sites.nd.edu\/aim3d\/?page_id=779"},"modified":"2026-06-03T16:17:25","modified_gmt":"2026-06-03T16:17:25","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.nd.edu\/aim3d\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n
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Zaytsev, D., Kuskova, V., & Coppedge, M. (2026). From Causal Discovery to Dynamic Causal Inference in Neural Time Series<\/strong><\/a><\/em>. In Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026)<\/em>. arXiv preprint arXiv:2603.20980.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Kuskova, V., Zaytsev, D., & Coppedge, M. (2026). Function-Valued Causal Influence in Nonlinear Time Series<\/em><\/strong><\/a>. In Proceedings of the 43rd International Conference on Machine Learning (ICML 2026)<\/em>. arXiv preprint arXiv:2605.26408.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Zaytsev, D., Kuskova, V., & Coppedge, M. (2026). Trajectory-Aware Reliability Modeling of Democratic Systems<\/strong><\/a><\/em>. The 31st ISSAT International Conference on Reliability & Quality in Design Proceedings and arXiv preprint arXiv:2604.20127.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Kuskova, V., Zaytsev, D., & Coppedge, M. (2026). Beyond Coefficients: Forecast-Necessity Testing for Interpretable Causal Discovery in Nonlinear Time-Series Models<\/strong>. The International FLAIRS Conference Proceedings<\/em>, 39<\/em>(1)<\/a> and arXiv preprint arXiv: 2604.18751<\/a>.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Zaytsev, D., Kuskova, V., & Coppedge, M. (2026). From Causal Discovery to Dynamic Causal Inference in Neural Time Series. In Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026). arXiv preprint arXiv:2603.20980. Kuskova, V., Zaytsev, D., & Coppedge, M. (2026). Function-Valued Causal Influence in Nonlinear Time Series. In Proceedings […]<\/p>\n","protected":false},"author":5174,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-779","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/pages\/779","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/users\/5174"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/comments?post=779"}],"version-history":[{"count":28,"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/pages\/779\/revisions"}],"predecessor-version":[{"id":892,"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/pages\/779\/revisions\/892"}],"wp:attachment":[{"href":"https:\/\/sites.nd.edu\/aim3d\/wp-json\/wp\/v2\/media?parent=779"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}