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Adam Farooq, PhD

Assistant Professor in AI and CS  

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I am working in the area of Machine Learning, which includes research, teaching, and application. I am currently an Assistant Professor in AI and CS at CUC-Ulster 

Research Interests

  • Bayesian optimisation

  • Machine Learning and its applications

  • Deep Learning and its applications 

  • Bayesian nonparametric 

Contact

Publications

Farooq, A., Raykov, Y.P., Raykov, P. and Little, M.A., 2020. Controlling for sparsity in sparse factor analysis models: adaptive latent feature sharing for piecewise linear dimensionality reduction. arXiv preprint arXiv:2006.12369

Farooq, A., Raykov, Y.P., Evers, L. and Little, M.A., 2019. Adaptive probabilistic principal component analysis. arXiv preprint arXiv:1905.11010

Iqbal, M., Baker, S.M., Farooq, A. and Rattray, M. Scaled Bernoulli Mixture Model for Clustering of Single-cell ATAC-seq Data

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