Publication • 2025
A numerical gradient inversion attack in variational quantum neural-networks
arXiv preprint arXiv:2504.12806 , 2025 | G Papadopoulos, S Eloul, Y Satsangi, J Heredge, N Kumar, CF Chen, ...
My work
Here I show the latest work I have done, in terms of projects, articles, and podcasts.
Publication • 2025
Systems and methods for multi-signal pattern matching with graph propagation
US Patent 12,197,911 , 2025 | F SILAVONG, S Moran, G Papadopoulos, SO ADEBAYO, W COVELL, ...
Publication • 2025
Systems and methods for prediction of test failures
US Patent App. 18/348,849 , 2025 | G Papadopoulos, F SILAVONG, S Moran, A Nadein
Publication • 2025
Private, Auditable, and Distributed Ledger for Financial Institutes
arXiv preprint arXiv:2501.03808 , 2025 | S Eloul, Y Satsangi, YW Zhu, O Amer, G Papadopoulos, M Pistoia
Publication • 2024
Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders
Proceedings of the National Academy of Sciences 121 (45), e2407439121 , 2024 | D Georgiev, Á Fernández-Galiana, S Vilms Pedersen, G Papadopoulos, ...
Publication • 2024
Ranking Distance Metric for Privacy Budget in Distributed Learning of Finite Embedding Data
European Conference on Information Retrieval, 257-269 , 2024 | G Papadopoulos, Y Satsangi, S Eloul, M Pistoia
Publication • 2024
Systems and methods for unit test generation using reinforcement learning augmented transformer architectures
US Patent App. 18/450,877 , 2024 | R SAPHAL, G Papadopoulos, F SILAVONG, S Moran
Publication • 2023
Systems and methods for weakly supervised unit test quality scoring
US Patent App. 17/933,302 , 2023 | G Papadopoulos, A Nadein, F SILAVONG, S Jiang, S Moran, R OTTER, ...
Publication • 2023
Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning
International Workshop on Federated Learning in the Age of Foundation Models … , 2023 | G Papadopoulos, Y Satsangi, S Eloul, M Pistoia
Publication • 2023
A Baseline Generative Probabilistic Model for Weakly Supervised Learning
Joint European Conference on Machine Learning and Knowledge Discovery in … , 2023 | G Papadopoulos, F Silavong, S Moran
Publication • 2023
Systems and methods for weak supervision classification with probabilistic generative latent variable models
US Patent App. 18/156,882 , 2023 | G Papadopoulos, F SILAVONG, S Moran, R OTTER, B SANFORD
Publication • 2023
A Benchmark Generative Probabilistic Model for Weak Supervised Learning
arXiv preprint arXiv:2303.17841 , 2023 | G Papadopoulos, F Silavong, S Moran
Publication • 2023
Detecting Secrets in Sourcecode
US Patent US-20230070420-A1 , 2023 | S Moran, A Emami, F Silavong, J Fainberg, A Tiwari, A Georgiadis, ...