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progressive sharpening

5 papers

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Co-occurring keywords · papers mentioning both

edge of stability (3) hessian eigenvalue (3) gradient descent (2) loss landscape (2) second-order regression model (1) second-order regression (1) trajectory alignment (1) bifurcation theory (1) stochasticity (1) sharpness (1)

Papers

Understanding Sharpness Dynamics in NN Training with a Minimalist Example: The Effects of Dataset Difficulty, Depth, Stochasticity, and More ICML 2025 Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization ICLR 2024 Second-order regression models exhibit progressive sharpening to the edge of stability ICML 2023 Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory NeurIPS 2023 Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability NeurIPS 2022