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Causal Evidentiary Governance for High-Risk Machine Learning Systems
Arxiv
0+阅读 · 9月1日
Attesting Outputs and Delegation Ancestry in Multi-Agent AI Systems
Arxiv
0+阅读 · 8月31日
DAG Covers for Structured Graphs: The Steiner Point Effect
Arxiv
0+阅读 · 8月28日
Support Selection Beyond Smooth DAG Exactness: Completion Geometry,Score Margins, and Selective Certificates
Arxiv
0+阅读 · 8月29日
StructSynth: Dependency Graphs as Generation Plans for Low-Data Tabular Synthesis with Language Models
Arxiv
0+阅读 · 8月29日
I-FLOP: Fast Learning of Order and Parents from Interventional Data
Arxiv
0+阅读 · 8月28日
From Risk Prediction to Risk Mechanisms: A Multi-Resolution Causal Representation for Road Safety and Motor Insurance
Arxiv
0+阅读 · 8月27日
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network
Arxiv
0+阅读 · 8月28日
GoT-CD: Graph-of-Thoughts Causal Discovery and the Fragility of Post-hoc Path-Specific Fairness Audits
Arxiv
0+阅读 · 8月3日
Learning discrete Bayesian networks with hierarchical Dirichlet shrinkage
Arxiv
0+阅读 · 8月23日
From Preimage Search To Source-Grounded Feature Inversion
Arxiv
0+阅读 · 7月14日
From Preimage Search To Source-Grounded Feature Inversion
Arxiv
0+阅读 · 8月3日
Causal Discovery in Equal Variance Linear Gaussian DAGs via SURE-Tuned Ridge Regression
Arxiv
0+阅读 · 8月17日
LATTICE: Constraint-Directed Scheduling, Memory Planning, and Pipeline Refinement for NPUs
Arxiv
0+阅读 · 8月4日
LATTICE: Constraint-Directed Scheduling, Memory Planning, and Pipeline Refinement for NPUs
Arxiv
0+阅读 · 8月2日
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