Barahona, Mauricio

10 publications

AISTATS 2025 Information-Theoretic Measures on Lattices for Higher-Order Interactions Zhaolu Liu, Mauricio Barahona, Robert Peach

ICLRW 2025 Non-Invasive, Label-Free Biochemical Imaging of Intact Cerebral Organoids via Deep Learning-Enhanced Raman Microspectroscopy Dimitar Georgiev, Ruoxiao Xie, Mauricio Barahona, Molly M. Stevens

ICML 2025 Permutation-Free High-Order Interaction Tests Zhaolu Liu, Robert Peach, Mauricio Barahona

ICMLW 2024 Hyperspectral Unmixing for Raman Spectroscopy via Physics-Constrained Autoencoders Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona

ICMLW 2024 Hyperspectral Unmixing for Raman Spectroscopy via Physics-Constrained Autoencoders Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona

ICMLW 2024 RamanSPy: Augmenting Raman Spectroscopy Data Analysis with AI Dimitar Georgiev, Simon Vilms Pedersen, Ruoxiao Xie, Álvaro Fernández-Galiana, Molly M. Stevens, Mauricio Barahona

ICMLW 2024 RamanSPy: Augmenting Raman Spectroscopy Data Analysis with AI Dimitar Georgiev, Simon Vilms Pedersen, Ruoxiao Xie, Álvaro Fernández-Galiana, Molly M. Stevens, Mauricio Barahona

NeurIPS 2023 Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions Zhaolu Liu, Robert Peach, Pedro A.M Mediano, Mauricio Barahona

MLHC 2022 ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations Asem Alaa, Erik Mayer, Mauricio Barahona

UAI 2021 Similarity Measure for Sparse Time Course Data Based on Gaussian Processes Zijing Liu, Mauricio Barahona