Enhancing Human-in-the-Loop Learning for Binary Sentiment Word Classification. - Belen Martin-Urcelay; Christopher J. Rozell; Matthieu R. Bloch (CDC, 2024)

MANGO: Disentangled Image Transformation Manifolds with Grouped Operators. - Brighton Ancelin; Yenho Chen; Peimeng Guan; Chiraag Kaushik; Belen Martin-Urcelay; Alex Saad-Falcon; Nakul Singh (CoRR, 2024)

Online Machine Teaching under Learner Uncertainty: Gradient Descent Learners of a Quadratic Loss. - Belen Martin-Urcelay; Christopher J. Rozell; Matthieu R. Bloch (SIAM J. Math. Data Sci., 2025)