| Euler Characteristic Surfaces G Beltramo, R Andreeva, Y Giarratano, MO Bernabeu, R Sarkar, P Skraba Foundations of Data Science 4 (4), 505-536, 2022 | 25 | 2022 |
| Topological Detection of Alzheimer’s Disease Using Betti Curves A Saadat-Yazdi, R Andreeva, R Sarkar Interpretability of Machine Intelligence in Medical Image Computing, and …, 2021 | 9 | 2021 |
| DR detection using optical coherence tomography angiography (OCTA): a transfer learning approach with robustness analysis R Andreeva, A Fontanella, Y Giarratano, MO Bernabeu Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020 | 8 | 2020 |
| A framework for the discovery of retinal biomarkers in optical coherence tomography angiography (OCTA) Y Giarratano, A Pavel, J Lian, R Andreeva, A Fontanella, R Sarkar, ... Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020 | 6 | 2020 |
| Metric Space Magnitude and Generalisation in Neural Networks R Andreeva, K Limbeck, B Rieck, R Sarkar ICML, Proceedings of 2nd Annual Workshop on Topology, Algebra, and Geometry …, 2023 | 5 | 2023 |
| Differentially Private Shapley Values for Data Evaluation L Watson, R Andreeva, HT Yang, R Sarkar arXiv preprint arXiv:2206.00511, 2022 | 5 | 2022 |
| Machine learning and Topological data analysis identify unique features of human papillae in 3D scans R Andreeva, A Sarkar, R Sarkar Scientific Reports 13 (1), 1-14, 2023 | 2 | 2023 |
| Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms R Andreeva, B Dupuis, R Sarkar, T Birdal, U Şimşekli arXiv preprint arXiv:2407.08723, 2024 | 1 | 2024 |
| Metric Space Magnitude for Evaluating the Diversity of Latent Representations K Limbeck, R Andreeva, R Sarkar, B Rieck arXiv preprint arXiv:2311.16054, 2024 | 1* | 2024 |
| Approximating Metric Magnitude of Point Sets R Andreeva, J Ward, P Skraba, J Gao, R Sarkar arXiv preprint arXiv:2409.04411, 2024 | | 2024 |
| Accelerated Shapley Value Approximation for Data Evaluation L Watson, Z Kujawa, R Andreeva, HT Yang, T Elahi, R Sarkar arXiv preprint arXiv:2311.05346, 2023 | | 2023 |
| Unveiling Large Language Model Vulnerabilities: A Geometric and Topological Approach to Adversarial Robustness R Andreeva, PS Ignacio, MI Ivanitskiy, E Lagoda, M Weiler, Y Xie, Y Zhao 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |
Rik SarkarReader (Associate Professor), University of Edinburgh在 inf.ed.ac.uk 的电子邮件经过验证
