"square loss" Papers

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Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models

Ilias Diakonikolas, Giannis Iakovidis, Daniel Kane et al.

NEURIPS 2025spotlightarXiv:2505.21475
4
citations

The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis

El Mehdi Achour, Francois Malgouyres, Sebastien Gerchinovitz

ICLR 2025arXiv:2107.13289
21
citations

Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss

Ingvar Ziemann, Stephen Tu, George Pappas et al.

ICML 2024spotlightarXiv:2402.05928
9
citations