Pratibha Vellanki

According to our database, Pratibha Vellanki authored at least 10 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Bayesian Optimization for Adaptive Experimental Design: A Review.

Stewart Greenhill, Santu Rana, Sunil Gupta, Pratibha Vellanki, Svetha Venkatesh

IEEE Access, 2020

Accelerated Bayesian Optimisation through Weight-Prior Tuning.

Alistair Shilton, Sunil Gupta, Santu Rana, Pratibha Vellanki, Cheng Li, Svetha Venkatesh, Laurence Park, Alessandra Sutti, David Rubin, Thomas Dorin, Alireza Vahid, Murray Height, Teo Slezak

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Bayesian Functional Optimisation with Shape Prior.

Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Kernel Pre-Training in Feature Space via m-Kernels.

Alistair Shilton, Sunil Gupta, Santu Rana, Pratibha Vellanki, Cheng Li, Svetha Venkatesh, Laurence Park, Alessandra Sutti, David Rubin, Thomas Dorin, Alireza Vahid, Murray Height, Teo Slezak

CoRR, 2018

2017

Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data.

Pratibha Vellanki, Thi V. Duong, Sunil Gupta, Svetha Venkatesh, Dinh Q. Phung

Knowl. Inf. Syst., 2017

Process-constrained batch Bayesian optimisation.

Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin, Alessandra Sutti, Thomas Dorin, Murray Height, Paul G. Sanders, Svetha Venkatesh

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

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

Proceedings of the 28th Australian Conference on Computer-Human Interaction, 2016

Data Mining of Intervention for Children with Autism Spectrum Disorder.

Pratibha Vellanki, Thi V. Duong, Dinh Q. Phung, Svetha Venkatesh

Proceedings of the eHealth 360°, 2016

2015

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

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2015

2014

Nonparametric Discovery of Learning Patterns and Autism Subgroups from Therapeutic Data.

Pratibha Vellanki, Thi V. Duong, Svetha Venkatesh, Dinh Q. Phung

Proceedings of the 22nd International Conference on Pattern Recognition, 2014