BigInsight - Center for Research Based Innovation (SFI)

BigInsight produces innovative solutions for key data-driven challenges facing our consortium of private, public and research partners, by developing original statistical and machine learning methodologies.

Fulfilling the promise of the big data revolution, we invent analytical tools to extract knowledge from complex data and deliver BIG INSIGHT. The center contributes to competence and capacity building for the knowledge-based economy, towards a better and sustainable society.

Tags: Anomalies and changepoints, Asymptotics, Approximate Bayesian Computing (ABC), Bayesian experimental design, Bayesian inference, Bayesian machine learning, Bayesian Model Averaging, Boosting, Causality, Clustering, Data fusion/integration, Deep learning/neural networks, Ensemble learning, Estimation theory, Explainable AI, Gaussian processes, Generalized adversarial networks, Generative machine learning, Graphical modeling, Graph neural networks, Graph theory, Hidden Markov models, High dimensional inference, Hierarchical modeling, Model selection, Monte Carlo methods, Non-parametric and semi-parametric methods, Spatial statistics, State space models, Time series, Uncertainty quantification, Unsupervised learning, Variational autoencoders, Biological sciences

Published July 3, 2023 2:56 PM - Last modified Oct. 23, 2023 11:43 AM