Valerie Chen
Carnegie Mellon University(US)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Ethics and Social Impacts of AI, Machine Learning and Data Classification, Neuroendocrine regulation and behavior, Artificial Intelligence in Healthcare and Education
Most-Cited Works
- → Interpretable Machine Learning(2021)540 cited
- → Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations(2023)105 cited
- → Applying interpretable machine learning in computational biology—pitfalls, recommendations and opportunities for new developments(2024)76 cited
- → Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey Design(2024)53 cited
- → Secure Computation for Machine Learning With SPDZ(2019)44 cited
- → Development and modelling of realistic retrofitted Nature-based Solution scenarios to reduce flood occurrence at the catchment scale(2021)43 cited
- → Human β-D-3 Exacerbates MDA5 but Suppresses TLR3 Responses to the Viral Molecular Pattern Mimic Polyinosinic:Polycytidylic Acid(2015)33 cited
- → Delivering bad news fairly: Higher construal level promotes interactional justice enactment through perspective taking(2020)26 cited
- → Best Practices for Interpretable Machine Learning in Computational Biology(2022)16 cited