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  "author": "Yihang Chen",
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  "author": "Yihang Chen",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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      "extra_author": "Fanghui Liu",
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      "extra_author": "Fanghui Liu",
            
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    },
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    {
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      "extra_author": "Yiping Lu",
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      "extra_author": "Yiping Lu",
            
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      "extra_author": "Grigorios G. Chrysos",
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    },
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    },
            
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    {
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      "extra_author": "Volkan Cevher",
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      "extra_author": "Volkan Cevher",
            
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      "orcid": ""
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  "name": 
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  "name": 
            
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"generalization-of-scaled-deep-resnets-in-the-mean-field-regime",
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"generalization-of-scaled-deep-resnets-in-the-mean-field-regime",
            
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  "notes": "The dataset used in the paper is a binary classification 
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  "notes": "The dataset used in the paper is a binary classification 
            
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dataset, where the goal is to find a hypothesis (i.e., a ResNet used 
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dataset, where the goal is to find a hypothesis (i.e., a ResNet used 
            
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in this work) f : X \u2192 Y such that f (x; \u0398) parameterized by 
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in this work) f : X \u2192 Y such that f (x; \u0398) parameterized by 
            
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\u0398 is a good approximation of the label y \u2208 Y corresponding 
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\u0398 is a good approximation of the label y \u2208 Y corresponding 
            
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to a new sample x \u2208 X.",
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to a new sample x \u2208 X.",
            
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      "name": "Mean-Field Regime",
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  "title": "Generalization of Scaled Deep ResNets in the Mean-Field 
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Regime",
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Regime",
            
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}