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)

Accelerating Experimental Design by Incorporating Experimenter Hunches. - Cheng Li 003; Santu Rana; Sunil Gupta 001; Vu Nguyen 001; Svetha Venkatesh; Alessandra Sutti; David Rubin de Celis Leal; Teo Slezak; Murray Height; Mazher Mohammed; Ian Gibson (ICDM, 2018)

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)