Departmental homepageNic Lane is Professor of Machine Learning Systems in the Department of Computer Science and Technology and leads the Cambridge Machine Learning Systems Lab (CaMLSys).
Professor Lane teaches on Deep Neural Networks (Part II), Federated Learning: Theory and Practice (Part II), Federated Learning: Theory and Practice (MPhil ACS, Part III) and Principles of Machine Learning Systems (MPhil ACS, Part III).
Professor Lane studies the design, architecture and algorithms of scalable and robust end-to-end machine learning (ML) systems. His research interests drive towards the development of new forms of ML systems that are revolutionary in how they leverage multi-modal data (eg speech, vision, location, inertial information) to infer and reason over complex real-world situations – while simultaneously maintaining extreme levels of systems flexibility (eg distributed execution, adaptation) and efficiency (eg compute, memory).
