stochastic adaptive cubic regularization method with negative curvature
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May 7, 2020 - Python
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cubic-regularization
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This project implements cubic regularization optimization algorithms and related methods for machine learning, with a focus on robust and efficient training. It includes modular Python code for data handling, experiment management, and various optimizers, along with scripts and visualizations for benchmarking on standard datasets.
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Feb 9, 2026 - Python
Adaptive Regularization with Cubics (ARC) optimizer for PyTorch.
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Apr 21, 2023 - Python
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