Till Speicher
2018
A researcher in the Science corpus: 2 papers; trusts 0 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Whom Till Speicher trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Anthony B. Atkinson
- L. Bellú
- Frank A. Cowell
- Aaron M. Fewkes
- Cynthia Dwork
- Mukund Sundararajan
- Jure Leskovec
- Moritz Hardt
- Jon M. Kleinberg
- Alexandra Chouldechova
Who trusts Till Speicher overall
Papers from Till Speicher's perspective
Ordered by how strongly the researchers Till Speicher trusts endorse each paper. Same corpus, a different order for every researcher.
- Fairness through awareness
- Equality of Opportunity in Supervised Learning
- Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
- Certifying and Removing Disparate Impact
- Big Data's Disparate Impact
- Inherent Trade-Offs in the Fair Determination of Risk Scores
- Learning Fair Representations
- Fairness in Learning: Classic and Contextual Bandits
- Axiomatic Attribution for Deep Networks
- A multidisciplinary survey on discrimination analysis
Their papers
- Potential for Discrimination in Online Targeted Advertising (2018) — 199 citations
- A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual &Group Unfairness via Inequality Indices (2018) — 300 citations