Project Suggestions 2018/2019

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Here are some projects suggestions for this year (for both MSc and undergrad, in Imaging and Vision, Machine Learning, Scientific Computing). Click the pdf file for more details. You can also have a look at my home page http://www0.cs.ucl.ac.uk/staff/b.jin to get an idea of ongoing works. I am happy to discuss the projects listed below and other possibilities. Please contact me via b.jin@ucl.ac.uk.

1. Randomized greedy algorithms for sparse recovery [Description]

2. Variational Gaussian approximation for Poisson data [Description]

3. Simulating anomalous diffusion (with Gaussian process) [Description]

4. linear inversion with spectroscopic diffuse optical tomography link (Pre-requisite: numerical analysis, PDE, linear algebra)

5. stochastic gradient descent for linear inverse problems link (Pre-requisite: linear algebra)