4 citations · 5 across the 3 of their papers we have counts for
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cs.LG2023
Out-of-Variable Generalization for Discriminative Models
Siyuan Guo, Jonas Wildberger, Bernhard Schölkopf
The ability of an agent to do well in new environments is a critical aspect of intelligence. In machine learning, this ability is known as or $\textit{out-of-dist…
cs.LG2023★ 1 cited
On the Interventional Kullback-Leibler Divergence
Jonas Wildberger, Siyuan Guo, Arnab Bhattacharyya +1
Modern machine learning approaches excel in static settings where a large amount of i.i.d. training data are available for a given task. In a dynamic environment, though, an intell…