Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties - A. V. Arun Kumar; Alistair Shilton; Sunil Gupta; Santu Rana; Stewart Greenhill; Svetha Venkatesh (Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VI, 2024)

Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties - A. V. Arun Kumar; Alistair Shilton; Sunil Gupta; Santu Rana; Stewart Greenhill; Svetha Venkatesh (CoRR, 2024)

Bayesian Optimisation for Objective Functions with Varying Smoothness - A. V. Arun Kumar; Santu Rana; Cheng Li; Sunil Gupta; Alistair Shilton; Svetha Venkatesh (AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings, 2019)