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Rayna Andreeva

Orcid: 0000-0001-7497-624X

According to our database1, Rayna Andreeva authored at least 11 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Approximating Metric Magnitude of Point Sets.
[BibTeX]
[DOI]
Rayna Andreeva
,
James Ward
,
Primoz Skraba
,
Jie Gao
,
Rik Sarkar
CoRR, 2024

Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms.
[BibTeX]
[DOI]
Rayna Andreeva
,
Benjamin Dupuis
,
Rik Sarkar
,
Tolga Birdal
,
Umut Simsekli
CoRR, 2024

2023
Metric Space Magnitude for Evaluating Unsupervised Representation Learning.
[BibTeX]
[DOI]
Katharina Limbeck
,
Rayna Andreeva
,
Rik Sarkar
,
Bastian Rieck
CoRR, 2023

Accelerated Shapley Value Approximation for Data Evaluation.
[BibTeX]
[DOI]
Lauren Watson
,
Zeno Kujawa
,
Rayna Andreeva
,
Hao-Tsung Yang
,
Tariq Elahi
,
Rik Sarkar
CoRR, 2023

Machine learning and Topological data analysis identify unique features of human papillae in 3D scans.
[BibTeX]
[DOI]
Rayna Andreeva
,
Anwesha Sarkar
,
Rik Sarkar
CoRR, 2023

Metric Space Magnitude and Generalisation in Neural Networks.
[BibTeX]
[DOI]
Rayna Andreeva
,
Katharina Limbeck
,
Bastian Rieck
,
Rik Sarkar
Proceedings of the Topological, 2023

2022
Differentially Private Shapley Values for Data Evaluation.
[BibTeX]
[DOI]
Lauren Watson
,
Rayna Andreeva
,
Hao-Tsung Yang
,
Rik Sarkar
CoRR, 2022

2021
Euler Characteristic Surfaces.
[BibTeX]
[DOI]
Gabriele Beltramo
,
Rayna Andreeva
,
Ylenia Giarratano
,
Miguel O. Bernabeu
,
Rik Sarkar
,
Primoz Skraba
CoRR, 2021

Topological Detection of Alzheimer's Disease Using Betti Curves.
[BibTeX]
[DOI]
Ameer Saadat-Yazdi
,
Rayna Andreeva
,
Rik Sarkar
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021

2020
A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA).
[BibTeX]
[DOI]
Ylenia Giarratano
,
Alisa Pavel
,
Jie Lian
,
Rayna Andreeva
,
Alessandro Fontanella
,
Rik Sarkar
,
Laura J. Reid
,
Shareen Forbes
,
Dan Pugh
,
Tariq E. Farrah
,
Neeraj Dhaun
,
Baljean Dhillon
,
Thomas J. MacGillivray
,
Miguel O. Bernabeu
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020

DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis.
[BibTeX]
[DOI]
Rayna Andreeva
,
Alessandro Fontanella
,
Ylenia Giarratano
,
Miguel O. Bernabeu
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020


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