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Viet Anh Nguyen

Range-aware Positional Encoding via High-order Pretraining: Theory and Practice

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Sep 27, 2024
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Sampling Foundational Transformer: A Theoretical Perspective

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Aug 11, 2024
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SAMSA: Efficient Transformer for Many Data Modalities

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Aug 10, 2024
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Forget but Recall: Incremental Latent Rectification in Continual Learning

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Jun 25, 2024
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Generative Conditional Distributions by Neural (Entropic) Optimal Transport

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Jun 04, 2024
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Cold-start Recommendation by Personalized Embedding Region Elicitation

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Jun 03, 2024
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A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set

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May 30, 2024
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Explaining Graph Neural Networks via Structure-aware Interaction Index

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May 23, 2024
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Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation

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Feb 23, 2024
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Bellman Optimal Step-size Straightening of Flow-Matching Models

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Jan 10, 2024
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