John Stephan - RankMe

24 papers A* 7A 2Journal 15

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Adaptive Gradient Clipping for Robust Federated Learning. ICLR Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan
2025	J	`jnl`	ByzFL: Research Framework for Robust Federated Learning. CoRR Marc González, Rachid Guerraoui, Rafael Pinot, Geovani Rizk, John Stephan, François Taïani
2025	J	`jnl`	CrowdProve: Community Proving for ZK Rollups. CoRR John Stephan, Matej Pavlovic, Antonio Locascio, Benjamin Livshits
2025	A*	`conf`	Towards Trustworthy Federated Learning with Untrusted Participants. ICML Youssef Allouah, Rachid Guerraoui, John Stephan
2025	J	`jnl`	Towards Trustworthy Federated Learning with Untrusted Participants. CoRR Youssef Allouah, Rachid Guerraoui, John Stephan
2024	J	`jnl`	Boosting Robustness by Clipping Gradients in Distributed Learning. CoRR Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan
2024	J	`jnl`	Overcoming the Challenges of Batch Normalization in Federated Learning. CoRR Rachid Guerraoui, Rafael Pinot, Geovani Rizk, John Stephan, François Taïani
2024	A	`conf`	Towards Practical Homomorphic Aggregation in Byzantine-Resilient Distributed Learning. Middleware Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber
2023	J	`jnl`	Can Machines Learn Robustly, Privately, and Efficiently? CoRR Youssef Allouah, Rachid Guerraoui, John Stephan
2023	J	`jnl`	Distributed Learning with Curious and Adversarial Machines. CoRR Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
2023	A	`conf`	Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. AISTATS Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
2023	J	`jnl`	Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. CoRR Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
2023	A*	`conf`	On the Privacy-Robustness-Utility Trilemma in Distributed Learning. ICML Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
2023	J	`jnl`	Practical Homomorphic Aggregation for Byzantine ML. CoRR Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber
2023	A*	`conf`	Robust Collaborative Learning with Linear Gradient Overhead. ICML Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan
2022	A*	`conf`	Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums. ICML Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
2022	J	`jnl`	Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums. CoRR Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
2022	J	`jnl`	Making Byzantine Decentralized Learning Efficient. CoRR Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê Nguyên Hoang, Rafael Pinot, John Stephan
2022	J	`jnl`	On the Impossible Safety of Large AI Models. CoRR El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan
2021	J	`jnl`	Combining Differential Privacy and Byzantine Resilience in Distributed SGD. CoRR Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Sébastien Rouault, John Stephan
2021	A*	`conf`	Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? PODC Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
2021	J	`jnl`	Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? CoRR Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Sébastien Rouault, John Stephan
2019	A*	`conf`	HideMyApp: Hiding the Presence of Sensitive Apps on Android. USENIX Security Symposium Anh Pham, Italo Dacosta, Eleonora Losiouk, John Stephan, Kévin Huguenin, Jean-Pierre Hubaux
2003	J	`jnl`	Bringing Managers into Theories of Multimarket Competition: CEOs and the Determinants of Market Entry. Organ. Sci. John Stephan, Johann Peter Murmann, Warren Boeker, Jerry Goodstein