149 citations · 288 across the 9 of their papers we have counts for
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cs.LG2020★ 2 cited
Semi-Supervised Class Discovery
Jeremy Nixon, Jeremiah Liu, David Berthelot
One promising approach to dealing with datapoints that are outside of the initial training distribution (OOD) is to create new classes that capture similarities in the datapoints p…
cs.LG2020★ 5 cited
Resolving Spurious Correlations in Causal Models of Environments via Interventions
Sergei Volodin, Nevan Wichers, Jeremy Nixon
Causal models bring many benefits to decision-making systems (or agents) by making them interpretable, sample-efficient, and robust to changes in the input distribution. However, s…