Santu Rana
Chandigarh University(IN)Western University(CA)Deakin University(AU)Indian Institute of Technology Roorkee(IN)Bharat Heavy Electricals (India)(IN)Artificial Intelligence in Medicine (Canada)(CA)
Publications by Year
Research Areas
Advanced Multi-Objective Optimization Algorithms, Gaussian Processes and Bayesian Inference, Machine Learning and Data Classification, Advanced Bandit Algorithms Research, Machine Learning and Algorithms
Most-Cited Works
- → Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View(2016)1,002 cited
- → Bayesian Optimization for Adaptive Experimental Design: A Review(2020)469 cited
- → Coupling machine learning with 3D bioprinting to fast track optimisation of extrusion printing(2020)152 cited
- → Rapid Bayesian optimisation for synthesis of short polymer fiber materials(2017)124 cited
- → High Dimensional Bayesian Optimization using Dropout(2017)102 cited
- → Hyperparameter tuning for big data using Bayesian optimisation(2016)96 cited