| Three factors influencing minima in sgd S Jastrzębski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, A Storkey arXiv preprint arXiv:1711.04623, 2017 | 299 | 2017 |
| On the relation between the sharpest directions of DNN loss and the SGD step length S Jastrzębski, Z Kenton, N Ballas, A Fischer, Y Bengio, A Storkey arXiv preprint arXiv:1807.05031, 2018 | 55 | 2018 |
| A systematic comparison of bayesian deep learning robustness in diabetic retinopathy tasks A Filos, S Farquhar, AN Gomez, TGJ Rudner, Z Kenton, L Smith, ... arXiv preprint arXiv:1912.10481, 2019 | 51 | 2019 |
| Ethical and social risks of harm from language models L Weidinger, J Mellor, M Rauh, C Griffin, J Uesato, PS Huang, M Cheng, ... arXiv preprint arXiv:2112.04359, 2021 | 48 | 2021 |
| D-brane potentials in the warped resolved conifold and natural inflation Z Kenton, S Thomas Journal of High Energy Physics 2015 (2), 1-42, 2015 | 34 | 2015 |
| The squeezed limit of the bispectrum in multi-field inflation Z Kenton, DJ Mulryne Journal of Cosmology and Astroparticle Physics 2015 (10), 018, 2015 | 33 | 2015 |
| Specification gaming: the flip side of AI ingenuity V Krakovna, J Uesato, V Mikulik, M Rahtz, T Everitt, R Kumar, Z Kenton, ... DeepMind Blog, 2020 | 32 | 2020 |
| Imitating interactive intelligence J Abramson, A Ahuja, I Barr, A Brussee, F Carnevale, M Cassin, ... arXiv preprint arXiv:2012.05672, 2020 | 28 | 2020 |
| Finding flatter minima with sgd S Jastrzębski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, A Storkey | 24 | 2018 |
| The separate universe approach to soft limits Z Kenton, DJ Mulryne Journal of Cosmology and Astroparticle Physics 2016 (10), 035, 2016 | 20 | 2016 |
| Generating the cosmic microwave background power asymmetry with Z Kenton, DJ Mulryne, S Thomas Physical Review D 92 (2), 023505, 2015 | 20 | 2015 |
| Generalizing from a few environments in safety-critical reinforcement learning Z Kenton, A Filos, Y Gal, O Evans Safe Machine Learning workshop at ICLR, 2019 | 18* | 2019 |
| Alignment of language agents Z Kenton, T Everitt, L Weidinger, I Gabriel, V Mikulik, G Irving arXiv preprint arXiv:2103.14659, 2021 | 16 | 2021 |
| Benchmarking Bayesian deep learning with diabetic retinopathy diagnosis A Filos, S Farquhar, AN Gomez, TGJ Rudner, Z Kenton, L Smith, ... Preprint at https://arxiv. org/abs/1912.10481, 2019 | 16 | 2019 |
| Width of minima reached by stochastic gradient descent is influenced by learning rate to batch size ratio S Jastrzębski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, A Storkey International Conference on Artificial Neural Networks, 392-402, 2018 | 15 | 2018 |
| Predicting Human Deliberative Judgments with Machine Learning O Evans, A Stuhlmüller, C Cundy, R Carey, Z Kenton, T McGrath, ... https://zackenton.github.io/files/predicting_judgments_final.pdf, 2018 | 10 | 2018 |
| DNN's Sharpest Directions Along the SGD Trajectory S Jastrzębski, Z Kenton, N Ballas, A Fischer, Y Bengio, A Storkey Modern Trends in Nonconvex Optimization for Machine Learning Workshop (ICML …, 2018 | 7* | 2018 |
| Sgd smooths the sharpest directions S Jastrzębski, Z Kenton, N Ballas, A Fischer, A Storkey, Y Bengio | 1 | 2018 |
| Safe Deep RL in 3D Environments using Human Feedback M Rahtz, V Varma, R Kumar, Z Kenton, S Legg, J Leike arXiv preprint arXiv:2201.08102, 2022 | | 2022 |
| Inflation: Connecting Theory with Observables Z Kenton Queen Mary University of London, 2017 | | 2017 |
Amos StorkeyProfessor of Machine Learning and AI, School of Informatics, University of Edinburgh, UKVerified email at ed.ac.uk
