
Senior Lecturer (Assoc. Professor)
Dept. of Computer Science & Tech.
University of Cambridge
Director
Samsung AI Center, Cambridge
ndl32@cam.ac.uk
Machine Learning Systems Lab
Overview
Our lab investigates a variety of open problems that sit at the intersection of machine learning and various forms of computational systems (viz. embedded, cloud, mobile). The scientific contributions of the lab often take one of two forms. First, the development of innovative theoretically principled machine learning methods — especially those with applications to the modeling of data such as image, audio, spatial and inertial information. Second, the design and architecture of algorithms, system software and hardware that
Current Members
Faculty
Research Staff
- Pedro Porto Buarque de Gusmão (Senior Research Associate)
Adjunct Researchers
- Catherine Tong
- Milad Alizadeh (Oxford, co-supervised with: Yarin Gal)
- Shyam Tailor
- Xinchi Qiu
- Yan Gao
- Javier Fernandez
- Royson Lee (co-supervised with: Ferenc Huszár)
- Filip Svoboda
- Anna Vaughan (co-supervised with: Michael Herzog)
- Ed Brown (co-supervised with: Nigel Meredith)
- Edgar Liberis
- Vivek Kothari
- Chongyang Wang (UCL, co-supervised with: Nadia Berthouze)
Former Members
Graduated PhD Students
- Akhil Mathur (2020, now: Nokia Bell Labs)
- Petko Georgiev (2017, now: Google DeepMind)
Joining the Lab
If you are interested in joining or collaborating with the lab please feel free to contact me. You also might want to review the current list of open positions here.
Machine Learning Systems Lab
Overview
Our lab investigates a variety of open problems that sit at the intersection of machine learning and various forms of computational systems (viz. embedded, cloud, mobile). The scientific contributions of the lab often take one of two forms. First, the development of innovative theoretically principled machine learning methods — especially those with applications to the modeling of data such as image, audio, spatial and inertial information. Second, the design and architecture of algorithms, system software and hardware that
Current Members
Faculty
Research Staff
- Pedro Porto Buarque de Gusmão (Senior Research Associate)
Adjunct Researchers
- Catherine Tong
- Milad Alizadeh (Oxford, co-supervised with: Yarin Gal)
- Shyam Tailor
- Xinchi Qiu
- Yan Gao
- Javier Fernandez
- Royson Lee (co-supervised with: Ferenc Huszár)
- Filip Svoboda
- Anna Vaughan (co-supervised with: Michael Herzog)
- Ed Brown (co-supervised with: Nigel Meredith)
- Edgar Liberis
- Vivek Kothari
- Chongyang Wang (UCL, co-supervised with: Nadia Berthouze)
Former Members
Graduated PhD Students
- Akhil Mathur (2020, now: Nokia Bell Labs)
- Petko Georgiev (2017, now: Google DeepMind)
Joining the Lab
If you are interested in joining or collaborating with the lab please feel free to contact me. You also might want to review the current list of open positions here.