Ibrahim Merad

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Robust Classification

Top Venues

IEEE Trans. Inf. Theory

J. Mach. Learn. Res.

Publications

Ibrahim Merad, Stéphane Gaïffas
Robust supervised learning with coordinate gradient descent. Stat. Comput. 33 (5) (2023)
Ibrahim Merad, Stéphane Gaïffas
Convergence and concentration properties of constant step-size SGD through Markov chains. CoRR (2023)
Ibrahim Merad, Stéphane Gaïffas
Robust Stochastic Optimization via Gradient Quantile Clipping. CoRR (2023)
Stéphane Gaïffas, Ibrahim Merad, Yiyang Yu
WildWood: A New Random Forest Algorithm. IEEE Trans. Inf. Theory 69 (10) (2023)
Ibrahim Merad, Stéphane Gaïffas
Robust Methods for High-Dimensional Linear Learning. J. Mach. Learn. Res. 24 (2023)
Ibrahim Merad, Stéphane Gaïffas
Robust methods for high-dimensional linear learning. CoRR (2022)
Stéphane Gaïffas, Ibrahim Merad
Robust supervised learning with coordinate gradient descent. CoRR (2022)
Stéphane Gaïffas, Ibrahim Merad, Yiyang Yu
WildWood: a new Random Forest algorithm. CoRR (2021)
Ibrahim Merad, Yiyang Yu, Emmanuel Bacry, Stéphane Gaïffas
About contrastive unsupervised representation learning for classification and its convergence. CoRR (2020)