Consensual Aggregation on Random Projected High-dimensional Features for Regression. - Sothea Has (CoRR, 2022)

Gradient COBRA: A kernel-based consensual aggregation for regression: Kernel-based Aggregation for Regression. - Sothea Has (J. Data Sci. Stat. Vis., 2023)

Optimal Condition for Initialization Variance in Deep Neural Networks: An SGD Dynamics Perspective. - Hiroshi Horii; Sothea Has (CoRR, 2025)