Moritz Knolle

Identifiers

• name variant Moritz Knolle 0.60 · backfill

Papers (12)

1. Visual Privacy Auditing with Diffusion Models cs.LG · 2024 · author #3
2. SoK: Memorisation in machine learning cs.LG · 2023 · author #2
3. (Predictable) Performance Bias in Unsupervised Anomaly Detection cs.LG · 2023 · author #3
4. Bias-Aware Minimisation: Understanding and Mitigating Estimator Bias in Private SGD cs.LG · 2023 · author #1
5. How Do Input Attributes Impact the Privacy Loss in Differential Privacy? cs.CR · 2022 · author #6
6. Partial sensitivity analysis in differential privacy cs.CR · 2021 · author #4
7. An automatic differentiation system for the age of differential privacy cs.LG · 2021 · author #3
8. A unified interpretation of the Gaussian mechanism for differential privacy through the sensitivity index cs.CR · 2021 · author #2
9. NeuralDP Differentially private neural networks by design cs.LG · 2021 · author #1
10. Differentially private training of neural networks with Langevin dynamics for calibrated predictive uncertainty cs.LG · 2021 · author #1
11. Sensitivity analysis in differentially private machine learning using hybrid automatic differentiation cs.LG · 2021 · author #3
12. Differentially private federated deep learning for multi-site medical image segmentation eess.IV · 2021 · author #4

Mentions

• 2403.07588 #3 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2311.03075 #2 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2309.14198 #3 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2308.12018 #1 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2211.10173 #6 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2109.10573 #3 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2109.10582 #4 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2109.10528 #2 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2107.04265 #3 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2107.14582 #1 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2107.04296 #1 · arxiv_oai · confidence 0.70 Moritz Knolle
• 2107.02586 #4 · arxiv_oai · confidence 0.70 Moritz Knolle

Frequent Coauthors

• Georgios Kaissis 11 shared papers
• Alexander Ziller 10 shared papers
• Daniel Rueckert 10 shared papers
• Dmitrii Usynin 9 shared papers
• Friederike Jungmann 3 shared papers
• Rickmer Braren 3 shared papers
• Andrew Trask 2 shared papers
• Kritika Prakash 2 shared papers
• Marcus Makowski 2 shared papers
• Marcus R. Makowski 2 shared papers
• Tamara T. Mueller 2 shared papers
• Alena Buyx 1 shared papers
• Benedikt Wiestler 1 shared papers
• Daniel R\"uckert 1 shared papers
• Felix Meissen 1 shared papers
• Johannes Kaiser 1 shared papers
• Kristian Schwethelm 1 shared papers
• Nicolas Remerscheid 1 shared papers
• Robert Dorfman 1 shared papers
• Ruth M\"uller 1 shared papers