no code implementations • 7 Mar 2024 • Jan Schuchardt, Mihail Stoian, Arthur Kosmala, Stephan Günnemann
Differential privacy (DP) has various desirable properties, such as robustness to post-processing, group privacy, and amplification by subsampling, which can be derived independently of each other.
1 code implementation • 11 Aug 2021 • Mihail Stoian, Andreas Kipf, Ryan Marcus, Tim Kraska
Latest research proposes to replace existing index structures with learned models.
no code implementations • 30 Apr 2020 • Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
Recent research has shown that learned models can outperform state-of-the-art index structures in size and lookup performance.
1 code implementation • 29 Nov 2019 • Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
A groundswell of recent work has focused on improving data management systems with learned components.