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The Cambridge Machine Learning Systems Lab (CaMLSys) at the University of Cambridge investigates foundational challenges at the intersection of machine learning and computational systems. Our research spans two main areas: (1) developing theoretically grounded machine learning methods with strong real-world applicability, emphasizing both performance and safety — as seen in our work on federated learning and AI safety; and (2) designing algorithms, system software, and hardware that treat machine learning as a first-class workload, enabling major advances in efficiency, scalability, and deployment. One example is Photon, our system for decentralized training of large language models
Company Details
- Address
- 15 Jj Thompson Avenue, Cambridge,united Kingdom
- Industry
- Technology, Information And Internet
- Website
- https://mlsys.cst.cam.ac.uk
- Keywords
- IT Consulting.
- HQ
- Cambridge
Camlsys Lab Questions
CaMLSys Lab's website is https://mlsys.cst.cam.ac.uk
CaMLSys Lab's LinkedIn profile is https://uk.linkedin.com/company/camlsys-lab
CaMLSys Lab's industry is
Technology, Information and Internet
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CaMLSys Lab's categories are Technology, Information and Internet
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