Nonparametric Discovery of Learning Patterns and Autism Subgroups from Therapeutic Data. - Pratibha Vellanki; Thi V. Duong; Svetha Venkatesh; Dinh Q. Phung (ICPR, 2014)

Learning Entry Profiles of Children with Autism from Multivariate Treatment Information Using Restricted Boltzmann Machines. - Pratibha Vellanki; Dinh Q. Phung; Thi V. Duong; Svetha Venkatesh (PAKDD Workshops, 2015)

Data Mining of Intervention for Children with Autism Spectrum Disorder. - Pratibha Vellanki; Thi V. Duong; Dinh Q. Phung; Svetha Venkatesh (eHealth 360°, 2016)

Computer assisted autism interventions for India. - Pratibha Vellanki; Stewart Greenhill; Thi V. Duong; Dinh Q. Phung; Svetha Venkatesh; Jayashree Godwin; Krishnaveni Achary; Blessin Varkey (OZCHI, 2016)

Process-constrained batch Bayesian optimisation. - Pratibha Vellanki; Santu Rana; Sunil Gupta 001; David Rubin; Alessandra Sutti; Thomas Dorin; Murray Height; Paul G. Sanders; Svetha Venkatesh (NIPS, 2017)

Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data. - Pratibha Vellanki; Thi V. Duong; Sunil Gupta 001; Svetha Venkatesh; Dinh Q. Phung (Knowl. Inf. Syst., 2017)

Kernel Pre-Training in Feature Space via m-Kernels. - Alistair Shilton; Sunil Gupta 001; Santu Rana; Pratibha Vellanki; Cheng Li 003; Svetha Venkatesh; Laurence Park 001; Alessandra Sutti; David Rubin; Thomas Dorin; Alireza Vahid; Murray Height; et al. (CoRR, 2018)

Bayesian Functional Optimisation with Shape Prior. - Pratibha Vellanki; Santu Rana; Sunil Gupta 001; David Rubin de Celis Leal; Alessandra Sutti; Murray Height; Svetha Venkatesh (AAAI, 2019)

Accelerated Bayesian Optimisation through Weight-Prior Tuning. - Alistair Shilton; Sunil Gupta 001; Santu Rana; Pratibha Vellanki; Cheng Li 003; Svetha Venkatesh; Laurence Park 001; Alessandra Sutti; David Rubin; Thomas Dorin; Alireza Vahid; Murray Height; et al. (AISTATS, 2020)

Bayesian Optimization for Adaptive Experimental Design: A Review. - Stewart Greenhill; Santu Rana; Sunil Gupta 001; Pratibha Vellanki; Svetha Venkatesh (IEEE Access, 2020)