Search Results for author: Enikő Székely

Found 2 papers, 1 papers with code

Robust detection and attribution of climate change under interventions

1 code implementation9 Dec 2022 Enikő Székely, Sebastian Sippel, Nicolai Meinshausen, Guillaume Obozinski, Reto Knutti

Fingerprints are key tools in climate change detection and attribution (D&A) that are used to determine whether changes in observations are different from internal climate variability (detection), and whether observed changes can be assigned to specific external drivers (attribution).

Causal Inference Change Detection

An information-geometric approach to feature extraction and moment reconstruction in dynamical systems

no code implementations5 Apr 2020 Suddhasattwa Das, Dimitrios Giannakis, Enikő Székely

One of our main results shows that the evolution of the moments of the dynamics-dependent probability measures can be related to a time-averaging operator on the original dynamical system.

Dimensionality Reduction Time Series Analysis

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