Lin, Zhidi; Maroñas, Juan; Li, Ying; Yin, Feng; Theodoridis, Sergios: "Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models", International Conference on Acoustics, Speech and Signal Processing, 2024.
Maroñas, Juan; Hernández-Lobato, Daniel: "Efficient Transformed Gaussian Process for non stationary dependent multi-class classification", International Conference on Machine Learning, 24045-24081, 2023.
Maroñas, Juan; Hamelijnck, Oliver; Knoblauch, Jeremias; Damoulas, Theodoros: "Transforming Gaussian Processes with Normalizing Flows", International conference on Artificial Intelligence and Statistics, 2021.
Maroñas, Juan; Paredes, Roberto; Ramos, Daniel: "Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks", Neurocomputing, 407, 194-205, 2020.
