Michel Debiche

Many of the performance challenges associated with machine learning (ML) are in the training phase: that is, model development. But for certain use cases like time-sensitive trading, the inference phase (the application of a model to new data) also has its challenges.

Today's abundant tools make it possible to generate new ML and DL models for trading and investment in record time. Supply the tools with a dataset, an objective function, and quality metrics, and before long they will dutifully respond with the best result gleaned from millions of iterations.

Financial firms are increasingly using machine learning or deep learning (broadly, “AI”) to improve outcomes or automate functions. Like many other key components of a business plan, AI is a team sport.

Michel will discuss progress toward benchmark standards for ML/DL techniques and technologies based on problems that finance firms in the STAC Benchmark Council have said they care about.

A lot of innovative solutions for big data and big compute workloads like enterprise tick analytics, strategy backtesting, and market risk are being subjected to STAC Benchmarks. If he can catch his breath, Michel will take us through the latest research.

Michel will discuss progress toward benchmark standards for ML/DL techniques and technologies based on problems that finance firms in the STAC Benchmark Council have said they care about.

A lot of innovative solutions for big data and big compute workloads like enterprise tick analytics, strategy backtesting, and market risk are being subjected to STAC Benchmarks. If he can catch his breath, Michel will take us through the latest research.

Michel will discuss progress toward benchmark standards for ML/DL techniques and technologies based on problems that finance firms in the STAC Benchmark Council have said they care about.

A lot of innovative solutions for big data and big compute workloads like enterprise tick analytics, strategy backtesting, and market risk are being subjected to STAC Benchmarks. If he can catch his breath, Michel will take us through the latest research.