Maroñas Molano, Juan

Quantitative Methods

PhD: Universidad Politécnica de Valencia

BIO

PhD from Polytechnic University of Valencia in computer science. He has directed and codirected several final degree and master’s degree thesis, in addition to being a member of the research team in several research projects. He has also published in top tier conferences and journals such as ICML, AISTATS or ICASSP.

Publications in Scientific Journals

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.

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