Antoine Chatalic
Institut polytechnique de Grenoble(FR)Centre National de la Recherche Scientifique(FR)Centre National de la Recherche Scientifique(FR)GIPSA-Lab(FR)Grenoble Images Parole Signal Automatique(FR)Ingegneria dei Sistemi (Italy)(IT)University of Genoa(IT)Université Grenoble Alpes(FR)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Model Reduction and Neural Networks, Mobile Crowdsensing and Crowdsourcing, Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Sketching Data Sets for Large-Scale Learning: Keeping only what you need(2021)17 cited
- → Differentially Private Compressive K-means(2019)17 cited
- → Large-Scale High-Dimensional Clustering with Fast Sketching(2018)14 cited
- → Compressive learning with privacy guarantees(2021)8 cited
- → Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method(2025)3 cited
- → Estimating Koopman operators with sketching to provably learn large scale dynamical systems(2023)3 cited