Samuel L. Smith
Samuel L. Smith
DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Ultrafast long-range charge separation in organic semiconductor photovoltaic diodes
S Gélinas, A Rao, A Kumar, SL Smith, AW Chin, J Clark, TS van der Poll, ...
Science 343 (6170), 512-516, 2014
7362014
Don't Decay the Learning Rate, Increase the Batch Size
SL Smith, PJ Kindermans, C Ying, QV Le
International Conference on Learning Representations, 2018
3812018
Offline bilingual word vectors, orthogonal transformations and the inverted softmax
SL Smith, DHP Turban, S Hamblin, NY Hammerla
International Conference on Learning Representations, 2017
3272017
A Bayesian Perspective on Generalization and Stochastic Gradient Descent
SL Smith, QV Le
International Conference on Learning Representations, 2018
1502018
Phonon-assisted ultrafast charge separation in the PCBM band structure
SL Smith, AW Chin
Physical Review B 91 (20), 201302, 2015
322015
Ultrafast charge separation and nongeminate electron–hole recombination in organic photovoltaics
SL Smith, AW Chin
Physical Chemistry Chemical Physics 16 (38), 20305-20309, 2014
312014
The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study
DS Park, J Sohl-Dickstein, QV Le, SL Smith
International Conference on Machine Learning, 2019
202019
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks
V Zhelezniak, D Busbridge, A Shen, SL Smith, NY Hammerla
International Conference on Learning Representations, Workshop Track, 2018
62018
Energy Efficient Dissociation of Excitons to Free Charges
M Tabachnyk, SL Smith, LR Weiss, A Sadhanala, AW Chin, RH Friend, ...
arXiv preprint arXiv:1704.03780, 2017
62017
Stochastic natural gradient descent draws posterior samples in function space
SL Smith, D Duckworth, S Rezchikov, QV Le, J Sohl-Dickstein
Third Workshop on Bayesian Deep Learning, NeurIPS 2018, 2018
22018
Optimal SGD Hyperparameters for Fully Connected Networks
DS Park, SL Smith, J Sohl-dickstein, QV Le
2*
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Articles 1–11