Publications – Miles

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⟩
Alexandre Verine, Ahmed Mehdi Inane, Florian Le Bronnec, Benjamin Negrevergne, Yann Chevaleyre. Improving Discriminator Guidance in Diffusion Models. Machine Learning and Knowledge Discovery in Databases. Research Track., ECML PKDD 2025, 2025, Porto, Portugal. pp.222-238, ⟨10.1007/978-3-032-05981-9_14⟩. ⟨hal-05421380⟩
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⟩
Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé. Optimal Classification under Performative Distribution Shift. 38th Conference on Neural Information Processing Systems, Dec 2024, Vancouver (Canada), Canada. ⟨hal-04763797⟩
Erwan Fagnou, Paul Caillon, Blaise Delattre, Alexandre Allauzen. Chain and Causal Attention for Efficient Entity Tracking. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, Nov 2024, Miami, United States. ⟨hal-04731420⟩
Akwum Onwunta, Clément Royer. Complexity Analysis of Regularization Methods for Implicitly Constrained Least Squares. Journal of Scientific Computing, 2024, 101 (3), pp.54. ⟨10.1007/s10915-024-02691-2⟩. ⟨hal-04745284⟩
Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard. Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks. 2024. ⟨hal-04739218⟩
Thibault de Surrel, Sylvain Chevallier, Fabien Lotte, Florian Yger. Averaging trajectories on the manifold of symmetric positive definite matrices. EUSIPCO 2024 - 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715315⟩. ⟨hal-04708878⟩