Publications – Miles

Denis Cornaz, Sébastien Kerleau, Clément Royer. A characterization of positive spanning sets with ties to strongly edge-connected digraphs. Discrete Applied Mathematics, 2025, 374, pp.105-119. ⟨10.1016/j.dam.2025.05.025⟩. ⟨hal-05235650⟩
Lucas Gnecco, Benjamin Negrevergne, Yann Chevaleyre. Lattice Climber Attack: Adversarial attacks for randomized mixtures of classifiers. Proceedings of ECML PKDD 2025, Sep 2025, Porto, Portugal. ⟨hal-05089941v2⟩
Pierre Wolinski. Gathering and Exploiting Higher-Order Information when Training Large Structured Models. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2025, Porto, Portugal. pp.436-452, ⟨10.1007/978-3-032-06078-5_25⟩. ⟨hal-05178426⟩
Ilana Sebag, Jean-Yves Franceschi, Alain Rakotomamonjy, Alexandre Allauzen, Jamal Atif. On the MIA Vulnerability Gap Between Private GANs and Diffusion Models. 2025. ⟨hal-05236329⟩
Zheng Kunhao, Decugis Juliette, Gehring Jonas, Cohen Taco, Benjamin Negrevergne, et al.. What Makes Large Language Models Reason In (Multi-Turn) Code Generation?. ICLR, May 2025, Singapore, Singapore. ⟨hal-05070997⟩
Lucas Gnecco Heredia, Matteo Sammut, Muni Pydi, Rafaël Pinot, Benjamin Negrevergne, et al.. Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory. AIStats, May 2025, Phuket, Thailand. ⟨hal-05071096v2⟩
Erwan Fagnou, Paul Caillon, Blaise Delattre, Alexandre Allauzen. Accelerated Training through Iterative Gradient Propagation Along the Residual Path. The Thirteenth International Conference on Learning Representations, Apr 2025, Singapore, Singapore. ⟨hal-05233843⟩
Pierre Wolinski, Julyan Arbel. Gaussian Pre-Activations in Neural Networks: Myth or Reality?. Transactions on Machine Learning Research Journal, 2025, pp.1-50. ⟨hal-03933169v3⟩
Ilana Sebag, Muni Sreenivas, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, et al.. Differentially Private Gradient Flow based on the Sliced Wasserstein Distance. Transactions on Machine Learning Research Journal, 2025. ⟨hal-04664174v2⟩
K.J. Dzahini, F. Rinaldi, C.W. Royer, D. Zeffiro. Direct-search methods in the year 2025: Theoretical guarantees and algorithmic paradigms. EURO Journal on Computational Optimization, 2025, 13, pp.100110. ⟨10.1016/j.ejco.2025.100110⟩. ⟨hal-05235664⟩