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David Alvarez-Melis

DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows

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Mar 03, 2025
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Distributional Scaling Laws for Emergent Capabilities

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Feb 24, 2025
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IGDA: Interactive Graph Discovery through Large Language Model Agents

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Feb 24, 2025
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Sometimes I am a Tree: Data Drives Unstable Hierarchical Generalization

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Dec 05, 2024
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Adapting Language Models via Token Translation

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Nov 01, 2024
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Mixture of Parrots: Experts improve memorization more than reasoning

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Oct 24, 2024
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What is the Right Notion of Distance between Predict-then-Optimize Tasks?

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Sep 11, 2024
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Understanding the Role of Functional Diversity in Weight-Ensembling with Ingredient Selection and Multidimensional Scaling

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Sep 04, 2024
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Strongly Isomorphic Neural Optimal Transport Across Incomparable Spaces

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Jul 20, 2024
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A Label is Worth a Thousand Images in Dataset Distillation

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Jun 15, 2024
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