| Exploration enhanced expected improvement for bayesian optimization J Berk, V Nguyen, S Gupta, S Rana, S Venkatesh Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 49 | 2019 |
| Randomised Gaussian process upper confidence bound for Bayesian optimisation J Berk, S Gupta, S Rana, S Venkatesh arXiv preprint arXiv:2006.04296, 2020 | 28 | 2020 |
| Exploring human: Ebike interaction to support rider autonomy J Andres, J De Hoog, J Von Känel, J Berk, B Le, X Wang, M Brazil, ... Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in …, 2016 | 16 | 2016 |
| Santu Rana, and Svetha Venkatesh (2018).“Exploration Enhanced Expected Improvement for Bayesian Optimization” J Berk, V Nguyen, S Gupta Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 6 | 2018 |
| Electrical resistance increases at the tissue-electrode interface as an early response to nucleus accumbens deep brain stimulation RP Kale, AZ Kouzani, J Berk, K Walder, M Berk, SJ Tye 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 6 | 2016 |
| Wireless optogenetics: an exploration of portable microdevices for small animal photostimulation RP Kale, AZ Kouzani, M Berk, K Walder, J Berk, SJ Tye Procedia Technology 20, 225-230, 2015 | 4 | 2015 |
| The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft S Ryan, NM Sushma, H Le, AVA Kumar, J Berk, TM Nguyen, S Rana, ... International Journal of Impact Engineering 181, 104727, 2023 | 3 | 2023 |
| A bayesian optimisation methodology for the inverse derivation of viscoplasticity model constants in high strain-rate simulations S Ryan, J Berk, S Rana, B McDonald, S Venkatesh Defence Technology 18 (9), 1563-1577, 2022 | 3 | 2022 |
| Defence Technology H Ma, Y Zheng, H Wang, C Ge, C Su | 3 | 2019 |
| BO-Muse: A human expert and AI teaming framework for accelerated experimental design S Gupta, A Shilton, AK AV, S Ryan, M Abdolshah, H Le, S Rana, J Berk, ... arXiv preprint arXiv:2303.01684, 2023 | 2 | 2023 |
| A miniature neural recording device ES Edward, AZ Kouzani, J Berk, SJ Tye 2016 IEEE International Conference on Industrial Technology (ICIT), 1012-1015, 2016 | 2 | 2016 |
| Machine learning for predicting the outcome of terminal ballistics events S Ryan, NM Sushma, AK AV, J Berk, T Hashem, S Rana, S Venkatesh Defence Technology 31, 14-26, 2024 | 1 | 2024 |
| MACHINE LEARNING-ASSISTED EVALUATION OF COMPLEX BALLISTIC ARMOUR PERFORMANCE S Ryan, J Berk, A Weiss, M Vardy, N Yatom, S Rana, S Venkatesh Deakin University, 2023 | | 2023 |
| ADAPTIVE EXPERIMENTAL OPTIMISATION FOR SAMPLE-EFFICIENT ARMOUR DESIGN S Ryan, J Berk, A Weiss, N Yatom, M Vardy, S Rana, S Greenhill, ... 32ND INTERNATIONAL SYMPOSIUM ON BALLISTICS, 2022 | | 2022 |
| Bayesian optimisation in unknown bounded search domains J Berk, S Gupta, S Rana, V Nguyen, S Venkatesh Knowledge-Based Systems 195, 105645, 2020 | | 2020 |
| A Distributional Approach towards Efficient and Versatile Bayesian Optimisation JMA Berk Deakin University, 2020 | | 2020 |
| Adaptive Experimental Optimisation for Sample-Efficient Armour Design J Berk, A Weiss, N Yatom, M Vardy, S Rana, S Greenhill, S Venkatesh | | |
