Output-Constrained Bayesian Neural Networks. - Wanqian Yang; Lars Lorch; Moritz A. Graule; Srivatsan Srinivasan; Anirudh Suresh; Jiayu Yao; Melanie F. Pradier; Finale Doshi-Velez (CoRR, 2019)

Incorporating Interpretable Output Constraints in Bayesian Neural Networks. - Wanqian Yang; Lars Lorch; Moritz A. Graule; Himabindu Lakkaraju; Finale Doshi-Velez (NeurIPS, 2020)

Discovery of hierarchical representations for efficient planning. - Momchil S. Tomov; Samyukta Yagati; Agni Kumar; Wanqian Yang; Samuel J. Gershman (PLoS Comput. Biol., 2020)

Fault Diagnosis Methods Based on Machine Learning and its Applications for Wind Turbines: A Review. - Tongda Sun; Gang Yu 003; Mang Gao; Lulu Zhao; Chen Bai; Wanqian Yang (IEEE Access, 2021)

Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers. - Wanqian Yang; Polina Kirichenko; Micah Goldblum; Andrew Gordon Wilson (NeurIPS, 2022)