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Evgeny S Saveliev
Evgeny S Saveliev
Research Engineer, University of Cambridge
Verifierad e-postadress på cam.ac.uk - Startsida
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How faithful is your synthetic data? sample-level metrics for evaluating and auditing generative models
A Alaa, B Van Breugel, ES Saveliev, M Van Der Schaar
International Conference on Machine Learning, 290-306, 2022
2252022
Instructions and guide for diagnostic questions: The neurips 2020 education challenge
Z Wang, A Lamb, E Saveliev, P Cameron, Y Zaykov, ...
arXiv preprint arXiv:2007.12061, 2020
992020
Hide-and-seek privacy challenge: Synthetic data generation vs. patient re-identification
J Jordon, D Jarrett, E Saveliev, J Yoon, P Elbers, P Thoral, A Ercole, ...
NeurIPS 2020 Competition and Demonstration Track, 206-215, 2021
482021
Results and insights from diagnostic questions: The neurips 2020 education challenge
Z Wang, A Lamb, E Saveliev, P Cameron, J Zaykov, ...
NeurIPS 2020 Competition and Demonstration Track, 191-205, 2021
202021
Developing machine learning algorithms for dynamic estimation of progression during active surveillance for prostate cancer
C Lee, A Light, ES Saveliev, M Van der Schaar, VJ Gnanapragasam
NPJ digital medicine 5 (1), 110, 2022
182022
How faithful is your synthetic data
AM Alaa, B van Breugel, E Saveliev, M van der Schaar
Sample-level Metrics for Evaluating and Auditing Generative Models, 2022
142022
Temporai: Facilitating machine learning innovation in time domain tasks for medicine
ES Saveliev, M van der Schaar
arXiv preprint arXiv:2301.12260, 2023
72023
Auxiliary model for predicting new model parameters
C Zhang, L Angus, ES Saveliev, LI Yingzhen, C Longden, P Cameron, ...
US Patent 12,165,056, 2024
52024
Contextual HyperNetworks for Novel Feature Adaptation
CZ Angus Lamb, Evgeny Saveliev, Yingzhen Li, Sebastian Tschiatschek, Camilla ...
NeurIPS Workshop on Meta-Learning, 2020
5*2020
Climb: An ai-enabled partner for clinical predictive modeling
E Saveliev, T Schubert, T Pouplin, V Kosmoliaptsis, M van der Schaar
arXiv preprint arXiv:2410.03736, 2024
12024
AUXILIARY MODEL FOR PREDICTING NEW MODEL PARAMETERS
C Zhang, A Lamb, ES Saveliev, Y LI, C Longden, P Cameron, ...
US Patent App. 18/823,671, 2025
2025
Towards Human-Guided, Data-Centric LLM Co-Pilots
E Saveliev, J Liu, N Seedat, A Boyd, M van der Schaar
arXiv preprint arXiv:2501.10321, 2025
2025
Contextual HyperNetworks for Novel Feature Adaptation
S Tschiatschek, A Lamb, E Saveliev, Y Li, C Longden, S Woodhead, ...
2021
Machine learning tackles the problem of dynamic disease progression in prostate cancer patients
E Saveliev
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Artiklar 1–14