Research output per year
Research output per year
Personal profile
Overview
I am a Senior Lecturer (Associate Professor) in Machine Learning at the Department of Computer Science. Before joining Manchester, I was an Assistant Professor at the Department of Cognitive Robotics, TU Delft, Netherlands, and a Project Leader at DJI, China. I received a PhD degree from Imperial College London. I'm on the editorial board of CoRL, IEEE RAL, ICRA, IROS and AAAI.
I have a broad interest in robot control using Bayesian machine learning and the principles of dynamic control. More details can be found on my personal website.
Research interests
- Control
- Machine Learning
- Robotics
Research Beacons, Institutes and Platforms
- Digital Futures
- Institute for Data Science and AI
- Sustainable Futures
Keywords
- Machine Learning
- Robotics
- Control Theory
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Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems
Zhou, H. & Pan, W., 1 Jun 2022.Research output: Working paper › Preprint
File1 Downloads (Pure) -
Sparse Bayesian deep learning for dynamic system identification
Zhou, H., Chahine, I., Zheng, W. X. & Pan, W., 2022, In: Automatica.Research output: Contribution to journal › Article › peer-review
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A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark
Zhou, H., Ibrahim, C. & Pan, W., 15 Nov 2019.Research output: Working paper › Preprint
File1 Downloads (Pure) -
Bayesnas: A Bayesian approach for neural architecture search
Zhou, H., Yang, M., Wang, J. & Pan, W., 2019, Proceedings of the 36th International Conference on Machine Learning, ICML 2019.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Projects
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RAI: Centre for Robotics and Artificial Intelligence
Cangelosi, A., Lennox, B., Weightman, A., Dennis, L., Dixon, C., Fisher, M., Herrmann, G., Dickson, A., Lanzon, A., Stancu, A., Saiani, A., Freitas, A., Nini, A., Voronkov, A., Brass, A., Vijayaraghavan, A., Parslew, B., crowther, W., Grieve, B., Adorno, B., Jay, C., Wang, C. C. L., Todd, C., Soutis, C., Arsene, C., Dresner, D., Barrett, E., Gowen, E., Arvin, F., Podd, F., Brown, G., Reger, G., Cooper, G., Mairs, H., Yin, H., Kinloch, I., Eleftheriou, I., Li, J., Carrasco Gomez, J., Ainsworth, J., Sinha, J., Ozanyan, K., Smith, K., Twomey, K., Margetts, L., Ren, L., Zhang, L., Cordeiro, L., Rattray, M., Bissett, M., Elliot, M., Alvarez, M., Luján, M., Nabawy BSc, MSc, PhD, MRAeS, SMAIAA, FHEA, M., Peek, N., Marjanovic, O., Dorn, O., Dudek, P., Green, P., Connolly, P., Da Silva Bartolo, P. J., Gardner, P., Martin, P., Potluri, V., Curtis, R., Schmidt, R., Banach, R., Batista-Navarro, R. T., Kaski, S., Midson, S., Watson, S., Holm, S., Furber, S., Schlegel, V., Mirihanage, W., Mansell, W., Pan, W., Sampson, W., Sellers, W., Yang, W., Cai, P., Sun, Y., Alharthi, A., Macario Rojas, A., Serhan, B., Yu, C., Abara, D., Lopez Pulgarin, E., Faruq, F., Tavella, F., Semeraro, F., Liu, G., Fang, G., Niu, H., Taylor, H., Zhu, H., Collenette, J., Amano, K., Lo, K. C. J., Raggioli, L., Romeo, M., Ruocco, M., Ghaffari Saadat, M., Walmsley, M., Mubarik, A., Vinanzi, S., Su, Y., Mcaleese, H., Stringer, P., Stoican, R., Ye, R., Kurawa, S. S., Zhang, T., Krywonos, W., Xu, Y., Tian, Y., Henderson, A., Morley, D., Tallentire, J., Clayton, J., Hawthornthwaite, S. & Carlson, J.
Project: Research