Mesrob I. Ohannessian

Artificial Intelligence · 2008–2018

A researcher in the Science corpus: 4 papers; trusts 16 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 17 citations into it
• Safety, Robustness & Interpretability — 12 citations into it
• Statistics and Probability — 12 citations into it
• Safety Research — 7 citations into it
• Management Science and Operations Research — 6 citations into it

Whom Mesrob I. Ohannessian trusts overall

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

1. Gábor Lugosi
2. Peter Spirtes
3. Judea Pearl
4. Peter McCullagh
5. Qi-Man Shao
6. Moritz Hardt
7. Amit Daniely
8. Gregory F. Cooper
9. Bradley Efron
10. Laurens de Haan

Who trusts Mesrob I. Ohannessian overall

1. Andrew Cotter
2. Luca Oneto
3. Diviyan Kalainathan
4. Yahav Bechavod
5. Michael Kearns
6. Heinrich Jiang
7. Antti Hyttinen
8. Niki Kilbertus

Papers from Mesrob I. Ohannessian's perspective

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

1. Causality : Models , Reasoning , and Inference
2. Fairness through awareness
3. Equality of Opportunity in Supervised Learning
4. Certifying and Removing Disparate Impact
5. Inherent Trade-Offs in the Fair Determination of Risk Scores
6. Probabilistic reasoning in intelligent systems - networks of plausible inference
7. Causation, prediction, and search
8. Causal diagrams for empirical research
9. Discrimination-aware data mining
10. Fairness in Learning: Classic and Contextual Bandits

Their papers

• From Fair Decision Making To Social Equality (2018) — 105 citations
• Concentration inequalities in the infinite urn scheme for occupancy counts and the missing mass, with applications (2014) — 77 citations
• Learning Non-Discriminatory Predictors (2017) — 404 citations
• Structure learning in causal cyclic networks (2008) — 33 citations