Bayesian Optimization with Unknown Search Space

  Huong Ha, Santu Rana, Sunil Gupta, Thanh Nguyen, Hung Tran-The, Svetha Venkatesh
              Applied Artificial Intelligence Institute (A2 I2 )
                Deakin University, Geelong, Australia
   {huong.ha, santu.rana, sunil.gupta, thanhnt, hung.tranthe, svetha.venkatesh}@deakin.edu.au

                       Abstract
     Applying Bayesian optimization in problems wherein the search space is unknown
     is challenging. To address this p ...