Ayoub Belhadji

17 papers A* 3Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Weighted quantization using MMD: From mean field to mean shift via gradient flows.
CoRR
Ayoub Belhadji, Daniel Sharp, Youssef M. Marzouk
2024 J jnl
Nonlinear Bayesian optimal experimental design using logarithmic Sobolev inequalities.
CoRR
Fengyi Li, Ayoub Belhadji, Youssef M. Marzouk
2024 J jnl
On the design of scalable, high-precision spherical-radial Fourier features.
CoRR
Ayoub Belhadji, Qianyu Julie Zhu, Youssef M. Marzouk
2024 J jnl
Revisiting RIP Guarantees for Sketching Operators on Mixture Models.
J. Mach. Learn. Res.
Ayoub Belhadji, Rémi Gribonval
2024 J jnl
Sketch and shift: a robust decoder for compressive clustering.
Trans. Mach. Learn. Res.
Ayoub Belhadji, Rémi Gribonval
2023 J jnl
An analysis of Ermakov-Zolotukhin quadrature using kernels.
CoRR
Ayoub Belhadji
2023 J jnl
Revisiting RIP guarantees for sketching operators on mixture models.
CoRR
Ayoub Belhadji, Rémi Gribonval
2023 J jnl
Signal reconstruction using determinantal sampling.
CoRR
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
2023 J jnl
Sketch and shift: a robust decoder for compressive clustering.
CoRR
Ayoub Belhadji, Rémi Gribonval
2021 A* conf
An analysis of Ermakov-Zolotukhin quadrature using kernels.
NeurIPS
Ayoub Belhadji
2020 J jnl
A determinantal point process for column subset selection.
J. Mach. Learn. Res.
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
2020 A* conf
Kernel interpolation with continuous volume sampling.
ICML
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
2020 J jnl
Kernel interpolation with continuous volume sampling.
CoRR
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
2020 — —
Subspace sampling using determinantal point processes. (Échantillonnage des sous-espaces à l'aide des processus ponctuels déterminantaux).
Ayoub Belhadji
2019 A* conf
Kernel quadrature with DPPs.
NeurIPS
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
2019 J jnl
Kernel quadrature with DPPs.
CoRR
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
2018 J jnl
A determinantal point process for column subset selection.
CoRR
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais