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Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards
Neural Information Processing Systems
Lijun Zhang is the corresponding author.
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Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis
Neural Information Processing Systems
Diffusion models (DMs) have recently gained attention with state-of-the-art performance in text-to-image synthesis.
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Distributed Personalized Empirical Risk Minimization
Neural Information Processing Systems
To mitigate the negative effect of data heterogeneity (non-IIDness), two common approaches are clustering and personalization.
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