On the Growth of Mistakes in Differentially Private Online Learning: A Lower Bound Perspective
2024
Conference Paper
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Author(s): | Dmitriev, D. and Szabó, K. and Sanyal, A. |
Book Title: | Proceedings of the 37th Annual Conference on Learning Theory (COLT) |
Volume: | 247 |
Pages: | 1379--1398 |
Year: | 2024 |
Month: | July |
Series: | Proceedings of Machine Learning Research |
Editors: | Agrawal, Shipra and Roth, Aaron |
Publisher: | PMLR |
Department(s): | Empirical Inference |
Bibtex Type: | Conference Paper (conference) |
Event Place: | Edmonton, Canada |
Note: | (talk) |
State: | Published |
URL: | https://proceedings.mlr.press/v247/dmitriev24a.html |
BibTex @conference{DmiSzaSan24, title = {On the Growth of Mistakes in Differentially Private Online Learning: A Lower Bound Perspective}, author = {Dmitriev, D. and Szab{\'o}, K. and Sanyal, A.}, booktitle = {Proceedings of the 37th Annual Conference on Learning Theory (COLT)}, volume = {247}, pages = {1379--1398}, series = {Proceedings of Machine Learning Research}, editors = {Agrawal, Shipra and Roth, Aaron}, publisher = {PMLR}, month = jul, year = {2024}, note = {(talk)}, doi = {}, url = {https://proceedings.mlr.press/v247/dmitriev24a.html}, month_numeric = {7} } |