Max Simchowitz

Safety, Robustness & Interpretability · with Hardt · 2018

A researcher in the Science corpus: 2 papers; trusts 9 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Safety, Robustness & Interpretability — 20 citations into it
• Artificial Intelligence — 12 citations into it
• Safety Research — 9 citations into it
• Sociology and Political Science — 7 citations into it
• Statistics and Probability — 7 citations into it

Whom Max Simchowitz trusts overall

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

1. Alexandra Chouldechova
2. Alexandru Niculescu-Mizil
3. Julia Dressel
4. Moritz Hardt
5. Geoff Pleiss

Papers from Max Simchowitz's perspective

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

1. Equality of Opportunity in Supervised Learning
2. Fairness through awareness
3. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
4. Certifying and Removing Disparate Impact
5. Inherent Trade-Offs in the Fair Determination of Risk Scores
6. Big Data's Disparate Impact
7. Fairness in Learning: Classic and Contextual Bandits
8. Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods
9. Algorithmic Decision Making and the Cost of Fairness
10. Predicting good probabilities with supervised learning

Their papers

• Delayed Impact of Fair Machine Learning (2018) — 534 citations
• The Implicit Fairness Criterion of Unconstrained Learning (2018) — 97 citations