Raphael Huser
9 appearances in the program
Sessions & presentations
Likelihood-Free Inference for Complex and Large Environmental Data
Organizer
Invited Paper Session · Mon, Aug 7 , 10:30 AM
Likelihood-Free Inference for Complex and Large Environmental Data
Co-Author
Presentation: Fast Optimal Estimation with Intractable Models using Permutation-Invariant Neural Networks
Invited Paper Session · Mon, Aug 7 , 10:30 AM
Extremes in a changing climate
Co-Author
Presentation: Deep Compositional Models for Nonstationary Extremal Dependence
Contributed Papers · Mon, Aug 7 , 2:00 PM
Extremes in a changing climate
Co-Author
Presentation: WITHDRAWN Modeling Multivariate Low and Large Extremes Without Threshold Selections
Contributed Papers · Mon, Aug 7 , 2:00 PM
Deep learning for climate change: forecasts, mitigation, and adaption
Co-Author
Presentation: Emulating complex climate models via integrating variational autoencoder and spatial extremes
Topic-Contributed Paper Session · Tue, Aug 8 , 2:00 PM
Section on Statistics in Imaging Student Paper Award Winners
Co-Author
Presentation: Measuring Information Transfer Between Nodes in a Brain Network Through Spectral Transfer Entropy
Topic-Contributed Paper Session · Wed, Aug 9 , 10:30 AM
Statistics of Climate Extremes
Speaker
Presentation: Statistical Machine Learning for Climate Extremes
Invited Paper Session · Wed, Aug 9 , 2:00 PM
Fighting for Performance: Spatial Statistics Computing on Manycore Systems
Chair
Invited Paper Session · Thu, Aug 10 , 10:30 AM
Machine Learning/Artificial Intelligence with atmospheric science applications
Co-Author
Presentation: Integrating variational autoencoder in the modeling of spatial extremes on high-resolution satellite
Contributed Papers · Thu, Aug 10 , 10:30 AM