Skip to main content

NeurIPS 2022: Research paper reviews

ML is a fast-evolving discipline; attending conferences like NeurIPS and keeping up-to-date with the latest developments is key to the success of our quantitative researchers and machine learning engineers, which is why a number of our researchers did exactly that.

Our NeurIPS 2022 paper review series gives you the opportunity to hear about the research and papers that our quants and ML engineers found most interesting from the conference.

Follow the links to read each set of NeurIPS 2022 paper reviews.

G-Research at NeurIPS

Our Opportunities

Looking to make an impact at one of the world’s leading quantitative research and technology firms? See our open roles and apply now.

Latest news

The Tyranny of Tech Debt
  • 28 Apr 2025

Hear from our Head of Forecasting Engineering on why the term "tech debt" has outlived its usefulness. In this blog, he explores why we should move away from generic labels and instead ask more precise, value-driven questions that lead to meaningful improvements in engineering and business outcomes.

Read article
G-Research March 2025 Grant Winners
  • 22 Apr 2025

Each month, we provide up to £2,000 in grant money to early career researchers in quantitative disciplines. Hear from our March grant winners.

Read article
Invisible Work of OpenStack: Eventlet Migration
  • 25 Mar 2025

Hear from Jay, an Open Source Software Engineer, on tackling technical debt in OpenStack. As technology evolves, outdated code becomes inefficient and harder to maintain. Jay highlights the importance of refactoring legacy systems to keep open-source projects sustainable and future-proof.

Read article

Latest events

  • Quantitative Engineering
  • Quantitative Research

SIAM Conference on Financial Mathematics and Engineering

15 Jul 2025 - 18 Jul 2025 Hyatt Regency Miami, 400 SE 2nd St, Miami, FL 33131, United States
  • Quantitative Engineering
  • Quantitative Research

Imperial PhD Careers Fair

10 Jun 2025 Queen's Tower Rooms, Sherfield Building, South Kensington Campus, Imperial College London, London, SW7 2AZ
  • Platform Engineering
  • Software Engineering

Oxbridge Women in Computer Science Conference

03 May 2025 The William Gates Building 15 JJ Thomson Avenue, Cambridge, CB3 0FD

Stay up to date with
G-Research