John Stephan

Identifiers

• name variant John Stephan 0.60 · backfill

Papers (14)

1. ByzFL: Research Framework for Robust Federated Learning cs.LG · 2025 · author #5
2. Towards Trustworthy Federated Learning with Untrusted Participants cs.LG · 2025 · author #3
3. CrowdProve: Community Proving for ZK Rollups cs.DC · 2025 · author #1
4. Overcoming the Challenges of Batch Normalization in Federated Learning cs.LG · 2024 · author #4
5. Adaptive Gradient Clipping for Robust Federated Learning cs.LG · 2024 · author #6
6. Balancing Privacy, Robustness, and Efficiency in Machine Learning cs.LG · 2023 · author #3
7. SABLE: Secure And Byzantine robust LEarning cs.LG · 2023 · author #5
8. On the Privacy-Robustness-Utility Trilemma in Distributed Learning cs.LG · 2023 · author #5
9. Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity cs.LG · 2023 · author #6
10. On the Impossible Safety of Large AI Models cs.LG · 2022 · author #8
11. Robust Collaborative Learning with Linear Gradient Overhead cs.LG · 2022 · author #6
12. Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums cs.LG · 2022 · author #5
13. Combining Differential Privacy and Byzantine Resilience in Distributed SGD cs.LG · 2021 · author #5
14. Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? cs.LG · 2021 · author #5

Mentions

• 2312.14712 #3 · arxiv_oai · confidence 0.70 John Stephan
• 2505.01874 #3 · arxiv_oai · confidence 0.70 John Stephan
• 2505.24802 #5 · arxiv_oai · confidence 0.70 John Stephan
• 2405.14432 #6 · arxiv_oai · confidence 0.70 John Stephan
• 2501.03126 #1 · arxiv_oai · confidence 0.70 John Stephan
• 2405.14670 #4 · arxiv_oai · confidence 0.70 John Stephan
• 2309.05395 #5 · arxiv_oai · confidence 0.70 John Stephan
• 2110.03991 #5 · arxiv_oai · confidence 0.70 John Stephan
• 2209.10931 #6 · arxiv_oai · confidence 0.70 John Stephan
• 2302.04787 #5 · arxiv_oai · confidence 0.70 John Stephan
• 2209.15259 #8 · arxiv_oai · confidence 0.70 John Stephan
• 2302.01772 #6 · arxiv_oai · confidence 0.70 John Stephan
• 2205.12173 #5 · arxiv_oai · confidence 0.70 John Stephan
• 2102.08166 #5 · arxiv_oai · confidence 0.70 John Stephan

Frequent Coauthors

• Rachid Guerraoui 13 shared papers
• Rafael Pinot 9 shared papers
• Nirupam Gupta 8 shared papers
• Youssef Allouah 5 shared papers
• Sadegh Farhadkhani 4 shared papers
• Geovani Rizk 3 shared papers
• S\'ebastien Rouault 2 shared papers
• Ahmed Jellouli 1 shared papers
• Antoine Choffrut 1 shared papers
• Antonio Locascio 1 shared papers
• Benjamin Livshits 1 shared papers
• El-Mahdi El-Mhamdi 1 shared papers
• Fran\c{c}ois Ta\"iani 1 shared papers
• Fran\c{c}ois Taiani 1 shared papers
• L\^e Nguy\^en Hoang 1 shared papers
• L\^e-Nguy\^en Hoang 1 shared papers
• Marc Gonz\'alez 1 shared papers
• Martin Zuber 1 shared papers
• Matej Pavlovic 1 shared papers
• Rafa\"el Pinot 1 shared papers