Weller, Adrian

Rethinking Attention with Performers

Choromanski, K., Likhosherstov, V., Dohan, D., Song, X., Gane, A., Sarlos, T., Hawkins, P., Davis, J., Mohiuddin, A., Kaiser, L., et al. (2020) · arXiv

Topic ModelingAdvanced Neural Network Applications

Cited by 695

Explainable machine learning in deployment

Bhatt, U., Xiang, A., Sharma, S., Weller, A., Taly, A., Jia, Y., Ghosh, J., Puri, R., Moura, J. M. F., & Eckersley, P. (2020) · Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 633

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Brundage, M., Avin, S., Wang, J., Belfield, H., Krueger, G., Hadfield, G., Khlaaf, H., Yang, J., Toner, H., Fong, R., et al. (2020) · arXiv

Ethics and Social Impacts of AISafety Systems Engineering in Autonomy

Cited by 306

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

Bhatt, U., Antorán, J., Zhang, Y., Liao, Q. V., Sattigeri, P., Fogliato, R., Melançon, G., Krishnan, R., Stanley, J., Tickoo, O., et al. (2021) · Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 300

How transparency modulates trust in artificial intelligence

Zerilli, J., Bhatt, U., & Weller, A. (2022) · Patterns

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 257

Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction

Grgic-Hlaca, N., Redmiles, E. M., Gummadi, K. P., & Weller, A. (2018) · Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 207

A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual &Group Unfairness via Inequality Indices

Speicher, T., Heidari, H., Grgic-Hlaca, N., Gummadi, K. P., Singla, A., Weller, A., & Zafar, M. B. (2018) · Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 207

Transparency: Motivations and Challenges

Weller, A. (2019) · Lecture Notes in Computer Science

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 198

Harms from Increasingly Agentic Algorithmic Systems

Chan, A., Salganik, R., Markelius, A., Pang, C., Rajkumar, N., Krasheninnikov, D., Langosco, L., He, Z., Duan, Y., Carroll, M., et al. (2023) · 2023 ACM Conference on Fairness Accountability and Transparency

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 149

One-Network Adversarial Fairness

Adel, T., Valera, I., Ghahramani, Z., & Weller, A. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 95

Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction

Grgić-Hlača, N., Redmiles, E. M., Gummadi, K. P., & Weller, A. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 75

Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence

Bai, X., Wang, H., Ma, L., Xu, Y., Gan, J., Fan, Z., Yang, F., Ma, K., Yang, J., Bai, S., et al. (2021) · Nature Machine Intelligence

COVID-19 diagnosis using AIPrivacy-Preserving Technologies in Data

Cited by 75

Explaining machine learning reveals policy challenges

Coyle, D., & Weller, A. (2020) · Science

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 74

On the Fairness of Causal Algorithmic Recourse

Kügelgen, J. V., Karimi, A.-H., Bhatt, U., Valera, I., Weller, A., & Schölkopf, B. (2022) · Proceedings of the AAAI Conference on Artificial Intelligence

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 58

Getting a CLUE: A Method for Explaining Uncertainty Estimates

Antorán, J., Bhatt, U., Adel, T., Weller, A., & Hernández-Lobato, J. M. (2021) · Apollo - University of Cambridge Repository

Explainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning

Cited by 49

Machine Learning Explainability for External Stakeholders

Bhatt, U., Andrus, M., Weller, A., & Xiang, A. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 41

Getting aligned on representational alignment

Sucholutsky, I., Muttenthaler, L., Weller, A., Peng, A., Bobu, A., Kim, B., Love, B. C., Cueva, C. J., Grant, E., Groen, I., et al. (2023) · arXiv

Domain Adaptation and Few-Shot LearningExplainable Artificial Intelligence (XAI)

Cited by 36

Transparency, Governance and Regulation of Algorithmic Tools Deployed in the Criminal Justice System: a UK Case Study

Zilka, M., Sargeant, H., & Weller, A. (2022) · Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society

Ethics and Social Impacts of AIArtificial Intelligence in Law

Cited by 28

Computing Power and the Governance of Artificial Intelligence

Sastry, G., Heim, L., Belfield, H., Anderljung, M., Brundage, M., Hazell, J., O'Keefe, C., Hadfield, G. K., Ngo, R., Pilz, K., et al. (2024) · arXiv

Ethics and Social Impacts of AIDigitalization, Law, and Regulation

Cited by 26

Fairness Without Demographic Data: A Survey of Approaches

Ashurst, C., & Weller, A. (2023) · Equity and Access in Algorithms, Mechanisms, and Optimization

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 21

Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey

Smith, V., Shamsabadi, A. S., Ashurst, C., & Weller, A. (2023) · arXiv

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 10

Frontier AI Auditing: Toward Rigorous Third-Party Assessment of Safety and Security Practices at Leading AI Companies

Brundage, M., Dreksler, N., Homewood, A., McGregor, S., Paskov, P., Stosz, C., Sastry, G., Cooper, A. F., Balston, G., Adler, S., et al. (2026) · arXiv

Ethics and Social Impacts of AISafety Systems Engineering in Autonomy

Cited by 1

When Should We Orchestrate Multiple Agents?

Bhatt, U., Kapoor, S., Upadhyay, M., Sucholutsky, I., Quinzan, F., Collins, K. M., Weller, A., Wilson, A. G., & Zafar, M. B. (2025) · arXiv

Multi-Agent Systems and NegotiationGame Theory and Voting Systems

Cited by 0

δ-CLUE: Diverse Sets of Explanations for Uncertainty Estimates

Ley, D., Bhatt, U., & Weller, A. (2021) · arXiv

Explainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning

Cited by 0