Adrian Weller
- Artificial Intelligence top 1%
- Safety Research top 0.5%
- Computer Vision and Pattern Recognition top 5%
- Sociology and Political Science top 10%
- Health Informatics top 1%
- Co-authors
- Krishna P. GummadiNina Grgić-HlačaUmang BhattMuhammad Bilal ZafarAlex KendallRoberto CipollaJohn ZerilliRowan McAllister
- Topics
- Ethics and Social Impacts of AI (23 papers)Explainable Artificial Intelligence (XAI) (22 papers)Adversarial Robustness in Machine Learning (14 papers)
- Partner nations
- United KingdomUnited StatesGermany
In The Last Decade
Adrian Weller
84 papers receiving 1.6k citations
Hit Papers
Peers
Comparison fields: 5 of 132
- Artificial Intelligence 848
- Safety Research 485
- Computer Vision and Pattern Recognition 256
- Sociology and Political Science 172
- Health Informatics 139
Countries citing papers authored by Adrian Weller
This map shows the geographic impact of Adrian Weller's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Adrian Weller with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Adrian Weller more than expected).
Fields of papers citing papers by Adrian Weller
This network shows the impact of papers produced by Adrian Weller. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Adrian Weller. The network helps show where Adrian Weller may publish in the future.
Co-authorship network of co-authors of Adrian Weller
This figure shows the co-authorship network connecting the top 25 collaborators of Adrian Weller. A scholar is included among the top collaborators of Adrian Weller based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Adrian Weller. Adrian Weller is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | 11 | |
| 3 | 0 | |
| 4 | 5 | |
| 5 | 7 | |
| 6 | 4 | |
| 7 | Exploring Alignment of Representations with Human Perception | 1 |
| 8 | CWY Parametrization for Scalable Learning of Orthogonal and Stiefel Matrices | 1 |
| 9 | Fair Enough: Improving Fairness in Budget-Constrained Decision Making Using Confidence Thresholds. | 5 |
| 10 | Unifying Orthogonal Monte Carlo Methods | 4 |
| 11 | The Geometry of Random Features | 3 |
| 12 | Discovering Interpretable Representations for Both Deep Generative and Discriminative Models | 20 |
| 13 | Challenges for Transparency | 37 |
| 14 | Uprooting and Rerooting Higher-Order Graphical Models | 1 |
| 15 | The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings | 7 |
| 16 | Conditions beyond treewidth for tightness of higher-order LP relaxations | 1 |
| 17 | Bethe and related pairwise entropy approximations | 6 |
| 18 | Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs | 5 |
| 19 | Understanding the Bethe approximation: when and how can it go wrong? | 10 |
| 20 | Clamping Variables and Approximate Inference | 8 |
About Adrian Weller
Adrian Weller is a scholar working on Computational Mathematics, Safety Research and Health Informatics, having authored 87 papers that have together received 1.7k indexed citations. Recurring topics across this work include Ethics and Social Impacts of AI (23 papers), Explainable Artificial Intelligence (XAI) (22 papers) and Adversarial Robustness in Machine Learning (14 papers). The work is most often cited by research in Health Informatics (139 citations), Safety Research (485 citations) and Artificial Intelligence (848 citations). Adrian Weller has collaborated with scholars based in United Kingdom, United States and Germany. Frequent co-authors include Krishna P. Gummadi, Nina Grgić-Hlača, Umang Bhatt, Muhammad Bilal Zafar, Alex Kendall, Roberto Cipolla, John Zerilli, Rowan McAllister, Mark van der Wilk and Yarin Gal. Their work appears in journals such as Science, Proceedings of the National Academy of Sciences and Proceedings of the IEEE.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.