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3 papers

• Next Semantic Scale Prediction via Hierarchical Diffusion Language Models
• Omnipresent Yet Overlooked: Heat Kernels in Combinatorial Bayesian Optimization
• Sharp Matrix Empirical Bernstein Inequalities