Kernel quadrature with DPPs. - Ayoub Belhadji; Rémi Bardenet; Pierre Chainais (NeurIPS, 2019)

Kernel interpolation with continuous volume sampling. - Ayoub Belhadji; Rémi Bardenet; Pierre Chainais (ICML, 2020)

A determinantal point process for column subset selection. - Ayoub Belhadji; Rémi Bardenet; Pierre Chainais (J. Mach. Learn. Res., 2020)

Subspace sampling using determinantal point processes. (Échantillonnage des sous-espaces à l'aide des processus ponctuels déterminantaux). - Ayoub Belhadji (2020)

An analysis of Ermakov-Zolotukhin quadrature using kernels. - Ayoub Belhadji (NeurIPS, 2021)

Signal reconstruction using determinantal sampling. - Ayoub Belhadji; Rémi Bardenet; Pierre Chainais (CoRR, 2023)

Nonlinear Bayesian optimal experimental design using logarithmic Sobolev inequalities. - Fengyi Li; Ayoub Belhadji; Youssef M. Marzouk (CoRR, 2024)

On the design of scalable, high-precision spherical-radial Fourier features. - Ayoub Belhadji; Qianyu Julie Zhu; Youssef M. Marzouk (CoRR, 2024)

Revisiting RIP Guarantees for Sketching Operators on Mixture Models. - Ayoub Belhadji; Rémi Gribonval (J. Mach. Learn. Res., 2024)

Sketch and shift: a robust decoder for compressive clustering. - Ayoub Belhadji; Rémi Gribonval (Trans. Mach. Learn. Res., 2024)

Weighted quantization using MMD: From mean field to mean shift via gradient flows. - Ayoub Belhadji; Daniel Sharp; Youssef M. Marzouk (CoRR, 2025)