Kirthevasan Kandasamy

Publications by Year

Research Areas

Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Gaussian Processes and Bayesian Inference, Auction Theory and Applications, Machine Learning and Data Classification

Most-Cited Works

• → Neural Architecture Search with Bayesian Optimisation and Optimal Transport(2018)265 cited
• → Autonomous Discovery of Battery Electrolytes with Robotic Experimentation and Machine Learning(2020)161 cited
• Parallelised Bayesian Optimisation via Thompson Sampling(2018)
• → High Dimensional Bayesian Optimisation and Bandits via Additive Models(2015)132 cited
• → Multi-fidelity Bayesian Optimisation with Continuous Approximations(2017)95 cited
• Nonparametric von Mises estimators for entropies, divergences and mutual informations(2015)
• → Tuning Hyperparameters without Grad Students: Scalable and Robust\n Bayesian Optimisation with Dragonfly(2019)79 cited
• Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations(2016)
• High Dimensional Bayesian Optimization via Restricted Projection Pursuit Models(2016)