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neural networks under symmetry constraints, their optimization dynamics, and their generalization behavior—particularly in low-data or out-of-distribution settings. The work combines formal theoretical
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, optimizing performance and ensuring strategic execution while providing guidance, support and setting clear objectives. Assign tasks effectively, outlining clear accountabilities, milestones and required
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