Professor Nic Lane
University Senior Lecturer
Research interestsProfessor 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 (e.g. speech, vision, location, inertial information) to infer and reason over complex real-world situations — while simultaneously, maintaining extreme levels of systems flexibility (e.g. distributed execution, adaptation) and efficiency (e.g. compute, memory).
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