# Valentina V. Kuskova Navigation: [[index]] | [[entities/_index|entities]] Lucy Family Institute for Data & Society / [[University of Notre Dame]] 所属の研究者。[[@2026__KDD__From Causal Discovery to Dynamic Causal Inference in Neural Time Series]]（DCNAR、KDD '26）の共著者。Dmitry Zaytsev・Michael Coppedge と共著で、DCNAR の因果構造フィルタリング手法を扱う FLAIRS 2026 論文「Beyond Coefficients: Forecast-Necessity Testing for Interpretable Causal Discovery in Nonlinear Time-Series Models」、および関数値因果影響を扱う ICML 2026 論文「Function-Valued Causal Influence in Nonlinear Time Series」の筆頭著者（DCNAR 本文の参考文献[44][45]として言及）。(Source: [[@2026__KDD__From Causal Discovery to Dynamic Causal Inference in Neural Time Series]])