Bilateral Artificial Intelligence (Lampert)
Project Period: 2024-10-01 – 2029-09-30
Funder:
Austrian Science Fund
Acronym
BILAI
Principal Investigator
Department(s)
Grant Number
COE12
Grant DOI
Funder
Austrian Science Fund
Funder Schema
FWF-COE
Funder Registry
6 Publications
2026 |
Published |
Conference Paper |
IST-REx-ID: 22146 |
Learning rate scheduling with matrix factorization for private training
N. Kalinin, J.D. Andersson, in:, 7th Symposium on Foundations of Responsible Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2026.
[Published Version]
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| arXiv
N. Kalinin, J.D. Andersson, in:, 7th Symposium on Foundations of Responsible Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2026.
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 21198 |
Data heterogeneity and personalization in federated learning
J.A. Scott, Data Heterogeneity and Personalization in Federated Learning, Institute of Science and Technology Austria, 2026.
[Published Version]
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J.A. Scott, Data Heterogeneity and Personalization in Federated Learning, Institute of Science and Technology Austria, 2026.
2025 |
Published |
Conference Paper |
IST-REx-ID: 20296 |
Logic gate neural networks are good for verification
F. Kresse, E. Yu, C. Lampert, T.A. Henzinger, in:, 2nd International Conferenceon Neuro-Symbolic Systems, ML Research Press, 2025.
[Published Version]
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| arXiv
F. Kresse, E. Yu, C. Lampert, T.A. Henzinger, in:, 2nd International Conferenceon Neuro-Symbolic Systems, ML Research Press, 2025.
2025 |
Published |
Conference Paper |
IST-REx-ID: 20819 |
Differentially private federated k-means clustering with server-side data
J.A. Scott, C. Lampert, D. Saulpic, in:, 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 53757–53790.
[Published Version]
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J.A. Scott, C. Lampert, D. Saulpic, in:, 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 53757–53790.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22828 |
Continual release moment estimation with differential privacy
N. Kalinin, J. Upadhyay, C. Lampert, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 64002–64047.
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N. Kalinin, J. Upadhyay, C. Lampert, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 64002–64047.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22823 |
Setting ε is not the issue in differential privacy
E.A.L. Cyffers, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 159016–159028.
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E.A.L. Cyffers, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 159016–159028.