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threshold circuit

3 papers

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Co-occurring keywords · papers mentioning both

depth separation (2) neural network (2) size separation (1) approximation (1) lipschitz (1) random self-reducibility (1) relu network (1) neural network approximation (1) binary weight (1) benign overfitting (1)

Papers

Depth Separations in Neural Networks: Separating the Dimension from the Accuracy COLT 2025 Provable Tempered Overfitting of Minimal Nets and Typical Nets NeurIPS 2024 Size and Depth Separation in Approximating Benign Functions with Neural Networks COLT 2021