Understanding AI #2 - What does Generative mean in Generative Pre-Training Transformer (GPT)?

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Welcome to my new series called Understaing AI where I research and talk about various topics within Artificial Intelligence.

In this episode I talk about Generative vs. Discriminative models
Here are some links to relevant documents for further study

On Discriminative vs. Generative classifiers, A.Y. Ng & M.I. Jordan (2001). - https://ai.stanford.edu/~ang/papers/nips01-discriminativegenerative.pdf

Discriminative, Generative and Imitative Learning, T. Jebra (2002) - http://www.cs.columbia.edu/~jebara/papers/jebara4.pdf




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Tags:
Artificial Intelligence
OpenAI
Generative
pre-trained
transformer
GPT
ChatGPT
chatgpt
Self-supervised learning
Language model
Chatbot
Perceptron
Unsupervised learning
Semi-supervised
supervised
Discriminative
Imitative