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conftrace_

data generating process

6 papers

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Also known as

DGP

Co-occurring keywords · papers mentioning both

representation learning (2) causal inference (2) cautionary tale (1) encoder geometry (1) pure procedural justice (1) value instantiation (1) automated decision-making (1) nonlinear causal model (1) neural network (1) nonlinear model (1)

Papers

Who Guards the Guardians? The Challenges of Evaluating Identifiability of Learned Representations UAI 2026 Procedural Fairness Through Decoupling Objectionable Data Generating Components ICLR 2024 Compositional Generalization from First Principles NeurIPS 2023 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization ICLR 2023 EHR Safari: Data is Contextual MLHC 2022 Nonlinear causal discovery with additive noise models NeurIPS 2008