Author

Thuy T. Le

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#machine learning Review Sep 2026

Causal Bayesian Optimization: Foundations, Methods, and Applications

Causal Bayesian Optimization (CBO) combines causal inference with Bayesian optimization to enable sample-efficient intervention selection in systems with causal structure. This survey provides a systematic review of CBO through a unified BO-loop perspective, showing how causal assumptions shape intervention search spac...

Chen-Feng Huang, Thuy T. Le, Zi-Xuan Ma et al. · Trans. Mach. Learn. Res. · 0 citations

Review Open access Aug 2026

Advancing student mental health through AI-assisted group counseling in smart schools: A literature review

An Integrated Human-Centered Framework for AI-Assisted Group Counseling in Smart Schools is proposed that connects educational data ecosystems, AI-powered support systems, counseling processes, ethical governance, and student well-being outcomes.

H. Hoang, Hà Thị Trần, Tung Ngoc Nguyen et al. · Multidisciplinary Reviews · 0 citations