Computer Laboratory

Cătălina Cangea

I'm a first-year PhD student within the Artificial Intelligence Group of the Computer Laboratory, where I will be devising new machine learning (especially deep learning) algorithms for health and environmental risk challenges, supervised by Dr Pietro Liò (with Dr Mateja Jamnik as my second adviser) and affiliated with King's College. Find me on Facebook as well!

I graduated from the Computer Science Tripos at the University of Cambridge in 2016 with a First Class result and also hold an MPhil degree (with Distinction) in Advanced Computer Science from the University of Cambridge, as of July 2017.

Publications

Cangea, C., Veličković, P. and Liò, P. (2017) XFlow: 1D-2D Cross-modal Deep Neural Networks for Audiovisual Classification. Workshop on Computational Models for Crossmodal Learning (CMCML) at The 7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2017). [arXiv preprint] [poster]
This work was also presented at the ARM Research Summit 2017, in the poster session.

Supervisions

I am currently supervising Andrew Wells for his Computer Science Tripos Part II Project Deep Learning for Music Recommendation.

I also supervise(d) the following undergraduate courses for Murray Edwards College and King's College:

Work experience and other projects

So far, I have completed the following summer internships during my undergraduate degree:

  • 2016: Software Engineering Intern at Facebook London, LogDevice team. I optimised client operations on a RocksDB database and implemented a new API required by another team in Facebook.
  • 2015: Software Engineering Intern at Facebook New York, iOS Product Infrastructure Team. I worked towards delivering a better experience for users of the Facebook iOS app. My project aimed to reduce the time taken to load content close to the area currently being viewed on screen, by improving the prioritization system for network requests.
  • 2014: STEP Intern at Google Zurich, YouTube Uploads team. I added processing progress for video uploads on several YouTube pages, as the Upload page was the only one displaying this information.

I also took part in Hack Cambridge, winning third place in 2017.

Interests

At the start of my fourth year in Cambridge, I took up rowing and was a member of Darwin College Boat Club until October 2017, racing in Lent Bumps as part of the Women's Second Boat. (In Easter term, however, my main priority was to pass on to the PhD with a Distinction! This made me quit training for May Bumps, but I did bank party for Darwin crews all 4 days :-).) I'm currently rowing with the Women's Second Boat in King's College Boat Club.

My lifelong passion has been music - I play the piano, the guitar too, sometimes... and have also been part of Paper Playground (keyboards and backing vocals) ever since early 2017. We perform at pub gigs, the Open Mic nights in Darwin College, having opened for its May Ball in 2017 and currently aiming for a lot more in 2018!

Contact

Address:
Cătălina Cangea
Office FE14
Artificial Intelligence Group
Department of Computer Science and Technology
University of Cambridge
15 JJ Thomson Avenue
Cambridge CB3 0FD
United Kingdom

Email: Catalina [dot] Cangea [at] cl [dot] cam [dot] ac [dot] uk