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3 Results
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Poster
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Wed 7:30 |
Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods Akiyama Shunta · Taiji Suzuki |
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Poster
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Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD Konstantinos Nikolakakis · Farzin Haddadpour · Amin Karbasi · Dionysios Kalogerias |
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Poster
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Exponential Generalization Bounds with Near-Optimal Rates for LqLq-Stable Algorithms Xiaotong Yuan · Ping Li |