papers
Publications (10)
cs.LG2018
Practical Batch Bayesian Optimization for Less Expensive Functions
Vu Nguyen, Sunil Gupta, Santu Rana +2
stat.ML2018
Rapid Bayesian optimisation for synthesis of short polymer fiber materials
Cheng Li, David Rubin de Celis Leal, Santu Rana +6
cs.LG2019
Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives
Tinu Theckel Joy, Santu Rana, Sunil Gupta +1
stat.ML2018
Covariance Function Pre-Training with m-Kernels for Accelerated Bayesian Optimisation
Alistair Shilton, Sunil Gupta, Santu Rana +9
astro-ph.SR2014
How are Forbush decreases related with IP magnetic field enhancements ?
Arunbabu K. P., P. Subramanian, Sunil Gupta +1
stat.ML2019
Accelerating Experimental Design by Incorporating Experimenter Hunches
Cheng Li, Santu Rana, Sunil Gupta +8
stat.ML2019
Stable Bayesian Optimisation via Direct Stability Quantification
Alistair Shilton, Sunil Gupta, Santu Rana +3
stat.ML2018
High Dimensional Bayesian Optimization Using Dropout
Cheng Li, Sunil Gupta, Santu Rana +3
stat.ML2018
Hybrid Generative-Discriminative Models for Inverse Materials Design
Phuoc Nguyen, Truyen Tran, Sunil Gupta +2
cs.LG2017
Budgeted Batch Bayesian Optimization With Unknown Batch Sizes
Vu Nguyen, Santu Rana, Sunil Gupta +2