Rickmer Schulte
@rickmer.bsky.social
PhD Student @ LMU Munich
Munich Center for Machine Learning (MCML)
Munich Center for Machine Learning (MCML)
Special thanks to my co-authors @davidruegamer.bsky.social and @tnagler.bsky.social—really enjoyed this collaboration!
July 13, 2025 at 3:28 PM
Special thanks to my co-authors @davidruegamer.bsky.social and @tnagler.bsky.social—really enjoyed this collaboration!
In this work, we explore how pre-trained neural networks can be leveraged to adjust for confounding in treatment effect estimation involving complex data such as images or text—providing a principled approach to integrate non-tabular data into causal effect estimation.
July 13, 2025 at 3:28 PM
In this work, we explore how pre-trained neural networks can be leveraged to adjust for confounding in treatment effect estimation involving complex data such as images or text—providing a principled approach to integrate non-tabular data into causal effect estimation.