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Jian Qian

BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification

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Mar 14, 2025
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To bootstrap or to rollout? An optimal and adaptive interpolation

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Nov 14, 2024
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Refined Risk Bounds for Unbounded Losses via Transductive Priors

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Oct 29, 2024
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How Does Variance Shape the Regret in Contextual Bandits?

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Oct 16, 2024
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Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability

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Oct 07, 2024
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SDformer: Efficient End-to-End Transformer for Depth Completion

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Sep 12, 2024
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Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation

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Jul 08, 2024
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TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation

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Jul 05, 2024
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Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff

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May 28, 2024
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Online Estimation via Offline Estimation: An Information-Theoretic Framework

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Apr 15, 2024
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