AI-Scientist / templates /grokking /seed_ideas.json
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[
{
"Name": "batch_size_grokking",
"Title": "Batch Size Grokking: Assessing the impact of the training batchsize on the grokking phenomenon",
"Experiment": "Modify the experiments to dynamically adjust the batch size during training, starting with a small batch size and gradually increasing it. This could potentially lead to faster generalization on the validation set.",
"Interestingness": 6,
"Feasibility": 4,
"Novelty": 4
}
]