Belen Martin-Urcelay

According to our database, Belen Martin-Urcelay authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Beyond Labels: Information-Efficient Human-in-the-Loop Learning using Ranking and Selection Queries.

Belen Martin-Urcelay, Yoonsang Lee, Matthieu R. Bloch, Christopher J. Rozell

CoRR, February, 2026

From Words To Rewards: Leveraging Natural Language For Reinforcement Learning.

Belen Martin-Urcelay, Andreas Krause, Giorgia Ramponi

Trans. Mach. Learn. Res., 2026

2025

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

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

Enhancing Human-in-the-Loop Learning for Binary Sentiment Word Classification.

Belen Martin-Urcelay, Christopher J. Rozell, Matthieu R. Bloch

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024