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ORCIDPratibha Vellanki
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- affiliation: Deakin University, Australia
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2020 – today
- 2020
[j2]Stewart Greenhill
, Santu Rana, Sunil Gupta, Pratibha Vellanki, Svetha Venkatesh:
Bayesian Optimization for Adaptive Experimental Design: A Review. IEEE Access 8: 13937-13948 (2020)- [c7]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:
Accelerated Bayesian Optimisation through Weight-Prior Tuning. AISTATS 2020: 635-645
2010 – 2019
- 2019
- [c6]Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh:
Bayesian Functional Optimisation with Shape Prior. AAAI 2019: 1617-1624 - 2018
- [i2]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:
Kernel Pre-Training in Feature Space via m-Kernels. CoRR abs/1805.07852 (2018) - [i1]Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh:
Bayesian functional optimisation with shape prior. CoRR abs/1809.07260 (2018) - 2017
- [j1]Pratibha Vellanki, Thi V. Duong, Sunil Gupta, Svetha Venkatesh, Dinh Q. Phung:
Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data. Knowl. Inf. Syst. 51(1): 127-157 (2017) - [c5]Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin, Alessandra Sutti, Thomas Dorin, Murray Height, Paul G. Sanders, Svetha Venkatesh:
Process-constrained batch Bayesian optimisation. NIPS 2017: 3414-3423 - 2016
- [c4]Pratibha Vellanki, Thi V. Duong, Dinh Q. Phung, Svetha Venkatesh:
Data Mining of Intervention for Children with Autism Spectrum Disorder. eHealth 360° 2016: 376-383 - [c3]Pratibha Vellanki, Stewart Greenhill, Thi V. Duong, Dinh Q. Phung, Svetha Venkatesh, Jayashree Godwin, Krishnaveni Achary, Blessin Varkey:
Computer assisted autism interventions for India. OZCHI 2016: 618-622 - 2015
- [c2]Pratibha Vellanki, Dinh Q. Phung, Thi V. Duong, Svetha Venkatesh:
Learning Entry Profiles of Children with Autism from Multivariate Treatment Information Using Restricted Boltzmann Machines. PAKDD Workshops 2015: 245-257 - 2014
- [c1]Pratibha Vellanki, Thi V. Duong, Svetha Venkatesh, Dinh Q. Phung:
Nonparametric Discovery of Learning Patterns and Autism Subgroups from Therapeutic Data. ICPR 2014: 1828-1833
Coauthor Index
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