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2020 – today
- 2024
[i8]Rayna Andreeva, Benjamin Dupuis, Rik Sarkar, Tolga Birdal, Umut Simsekli:
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms. CoRR abs/2407.08723 (2024)- [i7]Rayna Andreeva, James Ward, Primoz Skraba, Jie Gao, Rik Sarkar:
Approximating Metric Magnitude of Point Sets. CoRR abs/2409.04411 (2024) - 2023
- [c4]Rayna Andreeva, Katharina Limbeck, Bastian Rieck, Rik Sarkar:
Metric Space Magnitude and Generalisation in Neural Networks. TAG-ML 2023: 242-253 - [i6]Rayna Andreeva
, Katharina Limbeck, Bastian Rieck, Rik Sarkar:
Metric Space Magnitude and Generalisation in Neural Networks. CoRR abs/2305.05611 (2023) - [i5]Rayna Andreeva, Anwesha Sarkar, Rik Sarkar:
Machine learning and Topological data analysis identify unique features of human papillae in 3D scans. CoRR abs/2307.06255 (2023) - [i4]Lauren Watson, Zeno Kujawa, Rayna Andreeva, Hao-Tsung Yang, Tariq Elahi, Rik Sarkar:
Accelerated Shapley Value Approximation for Data Evaluation. CoRR abs/2311.05346 (2023) - [i3]Katharina Limbeck, Rayna Andreeva, Rik Sarkar, Bastian Rieck:
Metric Space Magnitude for Evaluating Unsupervised Representation Learning. CoRR abs/2311.16054 (2023) - 2022
- [i2]Lauren Watson, Rayna Andreeva, Hao-Tsung Yang, Rik Sarkar:
Differentially Private Shapley Values for Data Evaluation. CoRR abs/2206.00511 (2022) - 2021
- [c3]Ameer Saadat-Yazdi, Rayna Andreeva, Rik Sarkar:
Topological Detection of Alzheimer's Disease Using Betti Curves. iMIMIC/TDA4MedicalData@MICCAI 2021: 119-128 - [i1]Gabriele Beltramo, Rayna Andreeva, Ylenia Giarratano, Miguel O. Bernabeu, Rik Sarkar, Primoz Skraba:
Euler Characteristic Surfaces. CoRR abs/2102.08260 (2021) - 2020
- [c2]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: 11-20 - [c1]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: 155-164
Coauthor Index
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