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Rayna Andreeva
Rayna Andreeva
在 sms.ed.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Euler Characteristic Surfaces
G Beltramo, R Andreeva, Y Giarratano, MO Bernabeu, R Sarkar, P Skraba
Foundations of Data Science 4 (4), 505-536, 2022
252022
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
92021
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
82020
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
62020
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
52023
Differentially Private Shapley Values for Data Evaluation
L Watson, R Andreeva, HT Yang, R Sarkar
arXiv preprint arXiv:2206.00511, 2022
52022
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
22023
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
12024
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
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