102 documents
- 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⟩
- 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⟩
- 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⟩
- Warren Hare, Lindon Roberts, Clément W. Royer. Expected decrease for derivative-free algorithms using random subspaces. Mathematics of Computation, 2024, ⟨10.1090/mcom/4011⟩. ⟨hal-04705271⟩
- Florian Le Bronnec, Alexandre Vérine, Benjamin Negrevergne, Yann Chevaleyre, Alexandre Allauzen. Exploring Precision and Recall to assess the quality and diversity of LLMs. 62nd Annual Meeting of the Association for Computational Linguistics, Aug 2024, Bangkok, Thailand. ⟨hal-04584210⟩
- Clément W. Royer, Oumaima Sohab, Luis Nunes Vicente. Full-low evaluation methods for bound and linearly constrained derivative-free optimization. Computational Optimization and Applications, 2024, ⟨10.1007/s10589-024-00596-2⟩. ⟨hal-04705272⟩
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