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Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations.

Nilesh KumarRuby ShresthaZhiyuan LiLinwei Wang
Published in: CLIP/FAIMI/EPIMI@MICCAI (2023)
Keyphrases
  • robust optimization
  • learning algorithm
  • reinforcement learning
  • invariant representations
  • least squares
  • computational model
  • mathematical programming
  • invariant representation