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Discretization
Conversion of continuous functions into discrete counterparts
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RQ-GMM (1) · CTR Prediction (1) · Multimodal (1) · Discretization (1) · Gaussian Mixture Model (1) · Embeddings (1) · Semantic IDs (1) · arXiv (1)
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In applied mathematics, discretization is the process of transferring continuous functions, models, variables, and equations into discrete counterparts. This process is usually carried out as a first step toward making them suitable for numerical evaluation and implementation on digital computers. Dichotomization is the special case of discretization in which the number of discrete classes is 2, which can approximate a continuous variable as a binary variable (creating a dichotomy for modeling purposes, as in binary classification).
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🇺🇸 RQ-GMM: Residual Quantized Gaussian Mixture Model for Multimodal Semantic Discretization in CTR Prediction
arXiv:2602.12593v1 Announce Type: cross Abstract: Multimodal content is crucial for click-through rate (CTR) prediction. However, directly incorporat...
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