Rayna Andreeva

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Optical Coherence Tomography

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Top Venues

iMIMIC/TDA4MedicalData@MICCAI

Publications

Rayna Andreeva, Benjamin Dupuis, Rik Sarkar, Tolga Birdal, Umut Simsekli
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms. CoRR (2024)
Rayna Andreeva, Anwesha Sarkar, Rik Sarkar
Machine learning and Topological data analysis identify unique features of human papillae in 3D scans. CoRR (2023)
Rayna Andreeva, Katharina Limbeck, Bastian Rieck, Rik Sarkar
Metric Space Magnitude and Generalisation in Neural Networks. CoRR (2023)
Lauren Watson, Zeno Kujawa, Rayna Andreeva, Hao-Tsung Yang, Tariq Elahi, Rik Sarkar
Accelerated Shapley Value Approximation for Data Evaluation. CoRR (2023)
Katharina Limbeck, Rayna Andreeva, Rik Sarkar, Bastian Rieck
Metric Space Magnitude for Evaluating Unsupervised Representation Learning. CoRR (2023)
Rayna Andreeva, Katharina Limbeck, Bastian Rieck, Rik Sarkar
Metric Space Magnitude and Generalisation in Neural Networks. TAG-ML (2023)
Lauren Watson, Rayna Andreeva, Hao-Tsung Yang, Rik Sarkar
Differentially Private Shapley Values for Data Evaluation. CoRR (2022)
Ameer Saadat-Yazdi, Rayna Andreeva, Rik Sarkar
Topological Detection of Alzheimer's Disease Using Betti Curves. iMIMIC/TDA4MedicalData@MICCAI (2021)
Gabriele Beltramo, Rayna Andreeva, Ylenia Giarratano, Miguel O. Bernabeu, Rik Sarkar, Primoz Skraba
Euler Characteristic Surfaces. CoRR (2021)
Rayna Andreeva, Alessandro Fontanella, Ylenia Giarratano, Miguel O. Bernabeu
DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis. OMIA@MICCAI (2020)
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
A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA). OMIA@MICCAI (2020)