Ayoub Belhadji

According to our database, Ayoub Belhadji authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

To discretize continually: Mean shift interacting particle systems for Bayesian inference.

Ayoub Belhadji, Daniel Sharp, Youssef M. Marzouk

CoRR, May, 2026

One Operator for Many Densities: Amortized Approximation of Conditioning by Neural Operators.

Panos Tsimpos, Edoardo Calvello, Ayoub Belhadji, Nicholas H. Nelsen

CoRR, May, 2026

2025

Weighted quantization using MMD: From mean field to mean shift via gradient flows.

Ayoub Belhadji, Daniel Sharp, Youssef M. Marzouk

CoRR, February, 2025

2024

Sketch and shift: a robust decoder for compressive clustering.

Ayoub Belhadji, Rémi Gribonval

Trans. Mach. Learn. Res., 2024

Revisiting RIP Guarantees for Sketching Operators on Mixture Models.

Ayoub Belhadji, Rémi Gribonval

J. Mach. Learn. Res., 2024

On the design of scalable, high-precision spherical-radial Fourier features.

Ayoub Belhadji, Qianyu Julie Zhu, Youssef M. Marzouk

CoRR, 2024

Nonlinear Bayesian optimal experimental design using logarithmic Sobolev inequalities.

Fengyi Li, Ayoub Belhadji, Youssef M. Marzouk

CoRR, 2024

2023

Signal reconstruction using determinantal sampling.

Ayoub Belhadji, Rémi Bardenet, Pierre Chainais

CoRR, 2023

2021

An analysis of Ermakov-Zolotukhin quadrature using kernels.

Ayoub Belhadji

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

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

Ayoub Belhadji

PhD thesis, 2020

A determinantal point process for column subset selection.

Ayoub Belhadji, Rémi Bardenet, Pierre Chainais

J. Mach. Learn. Res., 2020

Kernel interpolation with continuous volume sampling.

Ayoub Belhadji, Rémi Bardenet, Pierre Chainais

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Kernel quadrature with DPPs.

Ayoub Belhadji, Rémi Bardenet, Pierre Chainais

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019