Zachary Kenton
TytułCytowane przezRok
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
1032017
D-brane potentials in the warped resolved conifold and natural inflation
Z Kenton, S Thomas
Journal of High Energy Physics 2015 (2), 127, 2015
342015
The squeezed limit of the bispectrum in multi-field inflation
Z Kenton, DJ Mulryne
Journal of Cosmology and Astroparticle Physics 2015 (10), 018, 2015
302015
Generating the cosmic microwave background power asymmetry with
Z Kenton, DJ Mulryne, S Thomas
Physical Review D 92 (2), 023505, 2015
192015
The separate universe approach to soft limits
Z Kenton, DJ Mulryne
Journal of Cosmology and Astroparticle Physics 2016 (10), 035, 2016
172016
On the relation between the sharpest directions of DNN loss and the SGD step length
S Jastrzebski, Z Kenton, N Ballas, A Fischer, Y Bengio, A Storkey
arXiv preprint arXiv:1807.05031, 2018
112018
The squeezed limit of the bispectrum in multi-field inflation J. Cosmol
Z Kenton, DJ Mulryne
Astropart. Phys 10 (018), 1507.08629, 2015
92015
Finding Flatter Minima with SGD.
S Jastrzebski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, AJ Storkey
ICLR (Workshop), 2018
62018
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
5*2018
The separate universe approach to soft limits J. Cosmol
Z Kenton, DJ Mulryne
Astropart. Phys 10 (035), 1605.03435, 2016
52016
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
32018
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
2*2019
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
12018
Finding flatter minima with SGD
S Jastrzębski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, A Storkey
12018
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
2019
Inflation: Connecting Theory with Observables
Z Kenton
2017
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