Carlos Stein Brito

According to our database, Carlos Stein Brito authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Scaling of learning time for high dimensional inputs.

Carlos Stein Brito

CoRR, March, 2026

Direct Learning of Calibration-Aware Uncertainty for Neural PDE Surrogates.

Carlos Stein Brito

CoRR, February, 2026

2025

Twin-Boot: Uncertainty-Aware Optimization via Online Two-Sample Bootstrapping.

Carlos Stein Brito

CoRR, August, 2025

Geometric-Aware Variational Inference: Robust and Adaptive Regularization with Directional Weight Uncertainty.

Carlos Stein Brito

CoRR, June, 2025

World Models as Reference Trajectories for Rapid Motor Adaptation.

Carlos Stein Brito, Daniel McNamee

CoRR, May, 2025

Cross-regularization: Adaptive Model Complexity through Validation Gradients.

Carlos Stein Brito

Proceedings of the Forty-second International Conference on Machine Learning, 2025