Researcher profile
Julius von Kügelgen
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Active Bayesian Causal Inference
2022 · arXiv (Cornell University)
Causal discovery and causal reasoning are classically treated as separate and consecutive tasks: one first infers the causal graph, and then uses it to estimate causal effects of interventions. However, such a two-stage approach is …
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DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
2022 · arXiv (Cornell University)
In representation learning, a common approach is to seek representations which disentangle the underlying factors of variation. Eastwood & Williams (2018) proposed three metrics for quantifying the quality of such disentangled representations: disentanglement (D), completeness …