Senior Lecturer (Assoc. Professor)
Dept. of Computer Science & Tech.
University of Cambridge

Director
Samsung AI Center, Cambridge

ndl32@cam.ac.uk

@niclane7
LinkedIn
Google Scholar

MLSys Lab

I am a Senior Lecturer (Associate Professor) in the  department of Computer Science and Technology at the University of Cambridge, where I lead the Machine Learning Systems lab.

At the Samsung AI Center, I am also a Director leading research in on-device and distributed machine learning.

[ Extended Bio ]

OPEN POSITIONS

Open Research and Engineering Positions

Multiple Postdoc/Engineering positions available. Seeking those with either strong systems experience with interest in ML or strong ML experience with interest in collaborations with systems. Email me for further information. Formal advertisements for these posts will...

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NEWS

Moving to Cambridge

I have accepted a position at the University of Cambridge that will be effective May 6th onwards. My research lab will gradually be moving over the summer.

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ERC Starting Grant

ERC Starting Grant Award, beginning May 2020 “REDIAL: Re-thinking Efficiency in Deep Learning under Accelerators and Commodity Processors”. 1,500,000 EUR

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New Funding in 2018/2019

We are pleased to announce £590k in funding for our Machine Learning Systems lab for post-docs, students and equipment in 2018/19.

read more

EPSRC Fellowship Awarded

I have been awarded a fellowship for my proposal “MOA: High Efficiency Deep Learning for Embedded and Mobile Platforms”.

read more

Senior Lecturer (Assoc. Professor)
Dept. of Computer Science & Tech.
University of Cambridge

Director
Samsung AI Center, Cambridge

ndl32@cam.ac.uk

@niclane7
LinkedIn
Google Scholar

MLSys Lab

OPEN POSITIONS

Open Research and Engineering Positions

Multiple Postdoc/Engineering positions available. Seeking those with either strong systems experience with interest in ML or strong ML experience with interest in collaborations with systems. Email me for further information. Formal advertisements for these posts will...

read more

NEWS

Moving to Cambridge

I have accepted a position at the University of Cambridge that will be effective May 6th onwards. My research lab will gradually be moving over the summer.

ERC Starting Grant

ERC Starting Grant Award, beginning May 2020 “REDIAL: Re-thinking Efficiency in Deep Learning under Accelerators and Commodity Processors”. 1,500,000 EUR

ICLR 2019 accepted paper

Our paper, “A Systematic Study of Binary Neural Networks’ Optimisation”, was accepted at ICLR 2019.

New Funding in 2018/2019

We are pleased to announce £590k in funding for our Machine Learning Systems lab for post-docs, students and equipment in 2018/19.

EPSRC Fellowship Awarded

I have been awarded a fellowship for my proposal “MOA: High Efficiency Deep Learning for Embedded and Mobile Platforms”.