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Pietro Barbiero

1

Affiliations

Affiliations

IBM Research p=11,10,20,15,8,28,24,5

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 9:14 AM AMS

6

papers

101

total citations

papers (6)

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off

NEURIPS 2022arXiv

Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning

Causally Reliable Concept Bottleneck Models

NEURIPS 2025arXiv

Interpretable Graph Networks Formulate Universal Algebra Conjectures

NEURIPS 2023arXiv

Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts

NEURIPS 2025arXiv

Scalable Evaluation and Neural Models for Compositional Generalization

NEURIPS 2025arXiv