Yhn CultureBooks first seen 2 d ago, last 27 min ago, peak #7
Jane Street explores autoregressive diffusion for market data
Original: Can you use autoregressive diffusion to generate market data?
Jane Street has published a blog post asking whether autoregressive diffusion models can be used to generate synthetic market data. The piece, written by an employee, examines how generative techniques borrowed from machine learning might reproduce the statistical behaviour of financial time series. Readers in quantitative finance and ML circles are discussing the approach and its practical limits.
Why now: The trading firm's blog post has just been posted on Hacker News and is drawing attention from people interested in generative models and finance.
Rank over time, top of the chart is #1. 137 snapshots from 2 d ago to 27 min ago.
Evidence
- Can you use autoregressive diffusion to generate market data? · jsomers · 186
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