This project is no longer listed on FindAPhD.com and may not be available.Click here to search FindAPhD.com for PhD studentship opportunities
The position offered is for four years of part time (75%) study with 456 teaching hours per year. The value of the award is £18,552 pa.
Eligibility: 2:1 Honours undergraduate degree and/or postgraduate degree with Distinction (or an international equivalent) in a numerate subject, such as Mathematics, Statistics, Computer Science or Physics. Excellent problem solving skills and programming skills are required.
If your first language is not English and you have not studied in an English-speaking country, you will have to provide an English language qualification.
A. Kaban. Dimension-free error bounds from random projections. 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), to appear.
A. Kaban, Y. Thummanusarn. Tighter guarantees for the compressive multi-layer perceptron. 7th International Conference on the Theory and Practice of Natural Computing (TPNC18), Dublin, Ireland, December 12-14, 2018.
A. Kaban, R.J. Durrant. Structure-aware error bounds for linear classification with the zero-one loss. arXiv:1709.09782
A. Kaban. On Compressive Ensemble Induced Regularization: How Close is the Finite Ensemble Precision Matrix to the Infinite Ensemble? The 28th International Conference on Algorithmic Learning Theory (ALT 2017), Kyoto University, Japan, 15-17 October 2017.
R.J. Durrant, A. Kaban. Random projections as regularizers: Learning a linear discriminant from fewer observations than dimensions. Machine Learning 99(2), pp. 257-286, 2015.
All available from http://www.cs.bham.ac.uk/~axk/papers_by_yr.htm
FTE Category A staff submitted: 40.60
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