spurious correlation

4 papers

• Latent Space Factorization in LoRA
• Mitigating Spurious Features in Contrastive Learning with Spectral Regularization
• Preventing Shortcuts in Adapter Training via Providing the Shortcuts
• Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions