conftrace_

conditional invariance

3 papers

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Co-occurring keywords · papers mentioning both

domain adaptation (2) markov boundary (1) conditional independence (1) anytime algorithm (1) invariant representation (1) conditionally invariant component (1) label shift (1) probability distribution (1) covariate shift (1) sample complexity (1)

Papers

Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms JMLR 2025 Learning Conditional Invariances through Non-Commutativity ICLR 2024 Toward Provably Correct Feature Selection in Arbitrary Domains NeurIPS 2009