Lauren Watson
University of Edinburgh(GB)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Privacy-Preserving Technologies in Data, Bayesian Modeling and Causal Inference, Cultural Industries and Urban Development, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → The Shapley Value in Machine Learning(2022)246 cited
- → Towards Understanding the Interplay of Generative Artificial Intelligence and the Internet(2024)28 cited
- → Combining Generative Artificial Intelligence (AI) and the Internet: Heading towards Evolution or Degradation?(2023)14 cited
- → On the Importance of Difficulty Calibration in Membership Inference\n Attacks(2021)13 cited
- → Differentially Private Shapley Values for Data Evaluation(2022)3 cited
- → Accelerated Shapley Value Approximation for Data Evaluation(2023)1 cited
- → Content and demographic discrepancies that exist between women's fashion magazines and their corresponding websites(2021)