Generative Modeling Approach
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A Generative Modeling Approach is a machine learning method that focuses on learning the underlying data distribution to generate new, plausible samples.
- AKA: Generative Modeling Algorithm.
- Context:
- It can produce novel outputs (e.g., images, text, audio) that mimic real data.
- It is often used in diffusion models, GANs, variational autoencoders, and related frameworks.