Bayesian optimization for adaptive experimental design: A review S Greenhill, S Rana, S Gupta, P Vellanki, S Venkatesh IEEE access 8, 13937-13948, 2020 | 351 | 2020 |
A randomised controlled trial of an iP ad‐based application to complement early behavioural intervention in Autism Spectrum Disorder AJO Whitehouse, J Granich, G Alvares, M Busacca, MN Cooper, A Dass, ... Journal of Child Psychology and Psychiatry 58 (9), 1042-1052, 2017 | 84 | 2017 |
Randomised controlled trial of an iPad based early intervention for autism: TOBY playpad study protocol J Granich, A Dass, M Busacca, D Moore, A Anderson, S Venkatesh, ... BMC pediatrics 16, 1-12, 2016 | 30 | 2016 |
New bayesian-optimization-based design of high-strength 7xxx-series alloys from recycled aluminum A Vahid, S Rana, S Gupta, P Vellanki, S Venkatesh, T Dorin Jom 70, 2704-2709, 2018 | 27 | 2018 |
Process-constrained batch Bayesian optimisation P Vellanki, S Rana, S Gupta, D Rubin, A Sutti, T Dorin, M Height, ... Advances in Neural Information Processing Systems 30, 2017 | 16 | 2017 |
Santu Rana, Sunil Gupta, David Rubin, Alessandra Sutti, Thomas Dorin, Murray Height, Paul Sanders, and Svetha Venkatesh. Processconstrained batch bayesian optimisation P Vellanki Advances in Neural Information Processing Systems 30, 3414-3423, 2017 | 10 | 2017 |
Nonparametric discovery of learning patterns and autism subgroups from therapeutic data P Vellanki, T Duong, S Venkatesh, D Phung 2014 22nd International Conference on Pattern Recognition, 1828-1833, 2014 | 10 | 2014 |
Enhanced stereo matching technique using image gradient for improved search time P Vellanki, M Khambete International Journal of Computer Science Issues (IJCSI) 8 (3), 483, 2011 | 8 | 2011 |
Bayesian functional optimisation with shape prior P Vellanki, S Rana, S Gupta, DR de Celis Leal, A Sutti, M Height, ... Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1617-1624, 2019 | 7 | 2019 |
Computer assisted autism interventions for india P Vellanki, S Greenhill, T Duong, D Phung, S Venkatesh, J Godwin, ... Proceedings of the 28th Australian Conference on Computer-Human Interaction …, 2016 | 6 | 2016 |
Learning entry profiles of children with autism from multivariate treatment information using restricted Boltzmann machines P Vellanki, D Phung, T Duong, S Venkatesh Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2015 …, 2015 | 4 | 2015 |
Data mining of intervention for children with autism spectrum disorder P Vellanki, T Duong, D Phung, S Venkatesh eHealth 360°: International Summit on eHealth, Budapest, Hungary, June 14-16 …, 2017 | 3 | 2017 |
Bayesian optimisation for low-noise aerofoil design with aerodynamic constraints P Chaitanya, P Vellanki International Journal of Aeroacoustics 20 (1-2), 109-129, 2021 | 2 | 2021 |
Efficient bayesian function optimization of evolving material manufacturing processes D Rubín de Celis Leal, D Nguyen, P Vellanki, C Li, S Rana, N Thompson, ... ACS omega 4 (24), 20571-20578, 2019 | 2 | 2019 |
Kernel Pre-Training in Feature Space via m-Kernels A Shilton, S Gupta, S Rana, P Vellanki, C Li, S Venkatesh, L Park, A Sutti, ... stat 1050, 21, 2018 | 2 | 2018 |
Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data P Vellanki, T Duong, S Gupta, S Venkatesh, D Phung Knowledge and Information Systems 51, 127-157, 2017 | 1 | 2017 |
Bayesian optimisation for low-noise aerofoil design with aerodynamic constraints C Paruchuri, P Vellanki International Journal of Aeroacoustics, 2-27, 2020 | | 2020 |
Low-noise OGV design for broadband noise using bayesian optimisation CC Paruchuri, P Vellanki, A Kalyan, J Coupland, P Joseph 25th AIAA/CEAS Aeroacoustics Conference, 2489, 2019 | | 2019 |
Covariance Function Pre-Training with m-Kernels for Accelerated Bayesian Optimisation A Shilton, S Gupta, S Rana, P Vellanki, C Li, L Park, S Venkatesh, A Sutti, ... arXiv preprint arXiv:1802.05370, 2018 | | 2018 |
Applied machine learning for personalised early intervention in autism P Vellanki Deakin University, 2016 | | 2016 |