| 2025 | AAAI | In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting. | Constantin Philippenko, Kevin Scaman, Laurent Massouli |
| 2025 | ICML | When to Forget? Complexity Trade-offs in Machine Unlearning. | Martin Van Waerebeke, Marco Lorenzi, Giovanni Neglia, Kevin Scaman |
| 2024 | AISTATS | SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization. | Yann Fraboni, Martin Van Waerebeke, Kevin Scaman, Richard Vidal, Laetitia Kameni, Marco Lorenzi |
| 2024 | AISTATS | Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles. | Kevin Scaman, Mathieu Even, Batiste Le Bars, Laurent Massouli |
| 2024 | ICLR | Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks. | David A. R. Robin, Kevin Scaman, Marc Lelarge |
| 2024 | ICML | Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm. | Batiste Le Bars, Aurlien Bellet, Marc Tommasi, Kevin Scaman, Giovanni Neglia |
| 2022 | ICML | Robustness in Multi-Objective Submodular Optimization: a Quantile Approach. | Cdric Malherbe, Kevin Scaman |
| 2022 | ICML | Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness. | Kevin Scaman, Cdric Malherbe, Ludovic Dos Santos |
| 2021 | ICASSP | Ego-Based Entropy Measures for Structural Representations on Graphs. | George Dasoulas, Giannis Nikolentzos, Kevin Scaman, Aladin Virmaux, Michalis Vazirgiannis |
| 2021 | ICML | Lipschitz normalization for self-attention layers with application to graph neural networks. | George Dasoulas, Kevin Scaman, Aladin Virmaux |
| 2020 | IJCAI | Coloring Graph Neural Networks for Node Disambiguation. | George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux |
| 2017 | AAAI | Multivariate Hawkes Processes for Large-Scale Inference. | Rmi Lemonnier, Kevin Scaman, Argyris Kalogeratos |
| 2017 | ICML | Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks. | Kevin Scaman, Francis R. Bach, Sbastien Bubeck, Yin Tat Lee, Laurent Massouli |
| 2015 | ICTAI | A Greedy Approach for Dynamic Control of Diffusion Processes in Networks. | Kevin Scaman, Argyris Kalogeratos, Nicolas Vayatis |