Gal Yona

Safety, Robustness & Interpretability · 2018–2025

A researcher in the Science corpus: 2 papers; trusts 3 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Safety, Robustness & Interpretability — 11 citations into it
• Statistical Learning Theory — 5 citations into it
• Sociology and Political Science — 5 citations into it

Whom Gal Yona trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Leslie G. Valiant
2. Grace Wahba
3. Shai Shalev-Shwartz
4. Michael Kearns
5. Alexandra Chouldechova
6. Cynthia Dwork

Who trusts Gal Yona overall

1. Michael P. Kim

Papers from Gal Yona's perspective

Ordered by how strongly the researchers Gal Yona trusts endorse each paper. Same corpus, a different order for every researcher.

1. Fairness through awareness
2. Equality of Opportunity in Supervised Learning
3. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
4. Certifying and Removing Disparate Impact
5. Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
6. A theory of the learnable
7. Learning Fair Representations
8. Inherent Trade-Offs in the Fair Determination of Risk Scores
9. Spline Models for Observational Data
10. Fairness-Aware Classifier with Prejudice Remover Regularizer

Their papers

• Probably Approximately Metric-Fair Learning (2018) — 93 citations
• Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities (2025) — 3,609 citations