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)