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Domain Adaptation Under MNAR Missingness Current domain adaptation methods under missingness shift are restricted to Missing At Random (MAR) missingness mechanisms. However, in many real-world examples, the MAR assumption may be too restrict...

Sharing some of my postdoc work on domain adaptation and missing data.

Inspired by applications trying to adapt models between hospital networks with complicated missingness patterns where you can’t always combine data sets. Feedback welcome!

arxiv.org/abs/2504.00322