We are pleased to announce OMI Faculty, Students and Associates have had five papers accepted at one of the top Machine Learning conferences, ICML

 

(* indicates equal contribution and co-lead authorship)

 

Ready Policy One: World Building Through Active Learning

Philip Ball*, Jack Parker-Holder*, Aldo Pacchiano, Krzysztof Choromanski, Stephen Roberts

to appear in The International Conference on Machine Learning (ICML), 2020 (ArXiv) 

 

Learning to Score Behaviors for Guided Policy Optimization

Aldo Pacchiano*, Jack Parker-Holder*, Yunhao Tang*, Anna Choromanska, Krzysztof Choromanski, Michael I. Jordan

to appear in The International Conference on Machine Learning (ICML), 2020 (ArXiv)

 

Stochastic Flows and Geometric Optimization on the Orthogonal Group

Krzysztof Choromanski*, David Cheikhi*, Jared Davis*, Valerii Likhosherstov*, Achille Nazaret*, Achraf Bahamou*, Xingyou Song*, Mrugank Akarte, Jack Parker-Holder, Jacob Bergquist, Yuan Gao, Aldo Pacchiano, Tamas Sarlos, Adrian Weller, Vikas Sindhwani

to appear in The International Conference on Machine Learning (ICML), 2020 (ArXiv)

 

Bayesian Optimisation over Multiple Continuous and Categorical Inputs

Binxin Ru, Ahsan S. Alvi, Vu Nguyen, Michael A. Osborne, Stephen J Roberts

to appear in The International Conference on Machine Learning (ICML), 2020 (ArXiv)

 

Knowing The What But Not The Where in Bayesian Optimization

Vu Nguyen, Michael A Osborne 

to appear in The International Conference on Machine Learning (ICML), 2020 (ArXiv)