Kirthevasan Kandasamy

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

Kirthevasan Kandasamy, Willie Neiswanger, Jeff Schneider et al. · arXiv (Cornell University) · 2018 · 265 citations · Full text

Artificial Intelligence, Model Optimization, Hyperparameter Estimation +14

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

Kirthevasan Kandasamy, Willie Neiswanger, Jeff Schneider et al. · Neural Information Processing Systems · 2018 · 206 citations

Artificial Intelligence, Model Optimization, Hyperparameter Estimation +13

Autonomous Discovery of Battery Electrolytes with Robotic Experimentation and Machine Learning

Adarsh Dave, Jared Mitchell, Kirthevasan Kandasamy et al. · Cell Reports Physical Science · 2020 · 157 citations · Full text

Parallelised Bayesian Optimisation via Thompson Sampling

Kirthevasan Kandasamy, Akshay Krishnamurthy, Jeff Schneider et al. · International Conference on Artificial Intelligence and Statistics · 2018 · 137 citations

Engineering, Machine Learning, Stochastic Optimization +6

High Dimensional Bayesian Optimisation and Bandits via Additive Models

Kirthevasan Kandasamy, Jeff Schneider, Barnabás Póczos · arXiv (Cornell University) · 2015 · 132 citations · Full text

Additive Models, Model Optimization, Engineering +15