Julian Berk

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Hyperparameters

Subthalamic Nucleus

Gaussian Process

Top Venues

CHI PLAY (Companion)

Publications

Sunil Gupta, Alistair Shilton, Arun Kumar A V, Shannon Ryan, Majid Abdolshah, Hung Le, Santu Rana, Julian Berk, Mahad Rashid, Svetha Venkatesh
BO-Muse: A human expert and AI teaming framework for accelerated experimental design. CoRR (2023)
Julian Berk, Sunil Gupta, Santu Rana, Vu Nguyen, Svetha Venkatesh
Bayesian optimisation in unknown bounded search domains. Knowl. Based Syst. 195 (2020)
Julian Berk, Sunil Gupta, Santu Rana, Svetha Venkatesh
Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation. CoRR (2020)
Julian Berk, Sunil Gupta, Santu Rana, Svetha Venkatesh
Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation. IJCAI (2020)
Julian Berk, Vu Nguyen, Sunil Gupta, Santu Rana, Svetha Venkatesh
Exploration Enhanced Expected Improvement for Bayesian Optimization. ECML/PKDD (2) (2018)
Epsy S. Edward, Abbas Z. Kouzani, Julian Berk, Susannah J. Tye
A miniature neural recording device. ICIT (2016)
Rajas P. Kale, Abbas Z. Kouzani, Julian Berk, Ken Walder, Michael Berk, Susannah J. Tye
Electrical resistance increases at the tissue-electrode interface as an early response to nucleus accumbens deep brain stimulation. EMBC (2016)
Josh Andres, Julian de Hoog, Jürg von Känel, Julian Berk, Bach Le, Xizi Wang, Marcus Brazil, Florian 'Floyd' Mueller
Exploring Human: eBike Interaction to Support Rider Autonomy. CHI PLAY (Companion) (2016)