71 citations · 291 across the 40 of their papers we have counts for
5 papers · 1 filter
Ethical and social risks of harm from Language Models
Laura Weidinger, John Mellor, Maribeth Rauh +20
This paper aims to help structure the risk landscape associated with large-scale Language Models (LMs). In order to foster advances in responsible innovation, an in-depth understan…
Fairness and Data Protection Impact Assessments
Atoosa Kasirzadeh, Damian Clifford
In this paper, we critically examine the effectiveness of the requirement to conduct a Data Protection Impact Assessment (DPIA) in Article 35 of the General Data Protection Regulat…
User Tampering in Reinforcement Learning Recommender Systems
Charles Evans, Atoosa Kasirzadeh
In this paper, we introduce new formal methods and provide empirical evidence to highlight a unique safety concern prevalent in reinforcement learning (RL)-based recommendation alg…
Reasons, Values, Stakeholders: A Philosophical Framework for Explainable Artificial Intelligence
Atoosa Kasirzadeh
The societal and ethical implications of the use of opaque artificial intelligence systems for consequential decisions, such as welfare allocation and criminal justice, have genera…
The Use and Misuse of Counterfactuals in Ethical Machine Learning
Atoosa Kasirzadeh, Andrew Smart
The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. This paper argues…