What makes Quant Strats a must-attend event?

What makes Quant Strats a must-attend event?

Quant traders might be thinking, "Oh great, another event discussing Generative AI" We get it; it seems like generative AI has crashed our financial party uninvited. But hey, if you can’t beat them, join them... ??

The topic of Generative AI appears to have pervaded every nook and cranny of the industry. Nevertheless, while we engage in discussions on this highly contested topic, many sessions focus on quant strategy, processes, and other technical aspects.??

Check out what we have planned for you next month at Quant Strats! This is one not to be missed!

Download the latest agenda here.

Our top sessions?include:?

8.40 am OPENING KEYNOTE: Generative AI for Limit Order Book Modelling?

  • Developing a generative model of realistic order flow in financial markets through a first end-to-end model that generates tokenized limit order book (LOB) messages similar to tokenization in large language models (LLM).???
  • Out-of-sample results showing performance in approximating the data distribution, as evidenced by low model perplexity and mid-price returns calculated from the generated order flow exhibit a significant correlation with the data, indicating impressive conditional forecast performance.???

  • Offering new application areas for future work beyond forecasting, e.g. acting as a world model in high-frequency financial reinforcement learning applications.?

12.10 pm PANEL: Advanced modeling techniques – reinforcement learning??

  • Deep hedging with real-world market frictions???
  • Exploring new ML and RL technology and processes for alpha generation??
  • Understanding how to enhance traditional quant methods with ML and RL??

PANEL: Utilising traditional and non-traditional data to understand macro risk exposure???

  • Data sourcing and strategy from non-traditional and traditional data sources – creating a competitive advantage???
  • Understanding how historical data is driving real-time trading for a competitive advantage??

PRESENTATION: The expected cost of decarbonization in systematic strategies??

  • What cost to expect from adding decarbonization objectives in systematic strategies??
  • A pricing framework of the expected cost of decarbonization for stock index portfolios.??

  • The cost depends primarily on the structure of carbon risk.??
  • Other key drivers are systemic risk factors as well as fossil fuel risk, macroeconomic, and sentiment-related factors.??

Get your copy of the full agenda here.?

Check out a selection of our expert speakers:?

Sign up for Quant Strats?here!?

Use our exclusive discount code for an extra?20% off?–?QSLN20?

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Ryan Pannell

CEO & Chair, Kaiju Worldwide

1 年

Our boy Aitor Muguruza Gonzalez on the cover here! Don’t miss the chance to hear him speak!

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