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Copy file name to clipboardExpand all lines: research.html
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<divclass="fold-detail" id="optimizationDetail">
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<spanclass="fold-item-title">Optimization for Generalization</span>
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<spanclass="fold-item-title">Optimization for Generalization<spanclass="paper-tag">(<ahref="https://arxiv.org/abs/2311.17539" target="_blank">UAI 2025</a>, <ahref="https://arxiv.org/abs/2502.18153" target="_blank">ICML 2025</a>)</span></span>
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We study the role of loss landscape curvature in generalization and develop flatness-oriented optimization strategies with both theoretical advantages and scalability for modern deep neural networks.
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