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Jane Street explores autoregressive diffusion for generating market data

Original: Can you use autoregressive diffusion to generate market data? https://blog.janestreet.com/can-you-use-autoregressive-dif

Trading firm Jane Street has published a blog post examining whether autoregressive diffusion models can be used to generate synthetic market data. The piece walks through how these generative models, best known for image and text generation, might produce realistic financial time series. It is drawing attention among machine learning practitioners and quants discussing generative approaches to market simulation.

Why now: A prominent trading firm's technical write-up on applying cutting-edge generative models to financial data is of strong interest to quant and machine learning communities.

Jane Streetautoregressive diffusion models

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Evidence

• Can you use autoregressive diffusion to generate market data? https://blog.janestreet.com/can-you-use-autoregressive-diffusion-to-generate-market-data/ # HackerNews # Tech # MachineLearning · hackernews@robot.villas · 3

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