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Similar Items: Provable Quantization with Randomized Hadamard Transform

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High-Rate Quantized Matrix Multiplication II
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Quantizing With Randomized Hadamard Transforms: Efficient Heuristic Now Proven
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Random-Effects Algorithm for Random Objects in Metric Spaces
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Randomized Subspace Nesterov Accelerated Gradient
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Spiking Sequence Machines and Transformers
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Fast Byte Latent Transformer
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Transformers with Selective Access to Early Representations
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Taming Outlier Tokens in Diffusion Transformers
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Elastic Attention Cores for Scalable Vision Transformers
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Transformed Latent Variable Multi-Output Gaussian Processes
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Estimating the expected output of wide random MLPs more efficiently than sampling
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DEFault++: Automated Fault Detection, Categorization, and Diagnosis for Transformer Architectures
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Understanding In-Context Learning for Nonlinear Regression with Transformers: Attention as Featurizer
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Masked Generative Transformer Is What You Need for Image Editing
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Trust, but Verify: Peeling Low-Bit Transformer Networks for Training Monitoring
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Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime
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Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation
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Beyond Gaussian Bottlenecks: Topologically Aligned Encoding of Vision-Transformer Feature Spaces
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Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent
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Attention Once Is All You Need: Efficient Streaming Inference with Stateful Transformers
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Superposition Is Not Necessary: A Mechanistic Interpretability Analysis of Transformer Representations for Time Series Forecasting
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Weight-Decay Turns Transformer Loss Landscapes Villani: Functional-Analytic Foundations for Optimization and Generalization
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Early Detection of Water Stress by Plant Electrophysiology: Machine Learning for Irrigation Management
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Exponential families from a single KL identity