متابعة
Yee Whye Teh
Yee Whye Teh
Professor of Statistical Machine Learning, Oxford, Research Scientist, DeepMind
بريد إلكتروني تم التحقق منه على stats.ox.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A fast learning algorithm for deep belief nets‏
GE Hinton, S Osindero, YW Teh‏
Neural computation 18 (7), 1527-1554, 2006‏
225582006
Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes.‏
YW Teh, MI Jordan, MJ Beal, DM Blei‏
NIPS, 2005‏
55202005
Bayesian Learning via Stochastic Gradient Langevin Dynamics‏
M Welling, YW Teh‏
ICML, 2011‏
32452011
The concrete distribution: A continuous relaxation of discrete random variables‏
CJ Maddison, A Mnih, YW Teh‏
ICLR, 2017‏
30102017
Set transformer‏
J Lee, Y Lee, J Kim, AR Kosiorek, S Choi, YW Teh‏
International Conference on Machine Learning 2019. arXiv:1810.00825, 2018‏
1504*2018
Inferring the effectiveness of government interventions against COVID-19‏
JM Brauner, S Mindermann, M Sharma, D Johnston, J Salvatier, ...‏
Science 371 (6531), eabd9338, 2021‏
10852021
Progress & Compress: A scalable framework for continual learning‏
J Schwarz, J Luketina, WM Czarnecki, A Grabska-Barwinska, YW Teh, ...‏
ICML2018 arXiv:1805.06370, 2018‏
10222018
A fast and simple algorithm for training neural probabilistic language models‏
A Mnih, YW Teh‏
arXiv preprint arXiv:1206.6426, 2012‏
8872012
Do Deep Generative Models Know What They Don't Know?‏
E Nalisnick, A Matsukawa, YW Teh, D Gorur, B Lakshminarayanan‏
ICLR2019, 2018‏
8792018
Conditional Neural Processes‏
M Garnelo, D Rosenbaum, CJ Maddison, T Ramalho, D Saxton, ...‏
ICML2018 arXiv:1807.01613, 2018‏
8682018
A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation‏
Y Teh, D Newman, M Welling‏
Advances in neural information processing systems 19, 2006‏
8402006
On smoothing and inference for topic models‏
A Asuncion, M Welling, P Smyth, YW Teh‏
arXiv preprint arXiv:1205.2662, 2009‏
8282009
Augmented neural odes‏
E Dupont, A Doucet, YW Teh‏
NeurIPS 2019; arXiv:1904.01681, 2019‏
7722019
Dirichlet process.‏
YW Teh‏
Encyclopedia of machine learning 1063, 280-287, 2010‏
7522010
A hierarchical Bayesian language model based on Pitman-Yor processes‏
YW Teh‏
Proceedings of the 21st International Conference on Computational …, 2006‏
7102006
Neural processes‏
M Garnelo, J Schwarz, D Rosenbaum, F Viola, DJ Rezende, SM Eslami, ...‏
ICML2018 Bayesian Deep Learning Workshop arXiv:1807.01622, 2018‏
6852018
Distral: Robust multitask reinforcement learning‏
YW Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, ...‏
NIPS2017, 2017‏
6602017
Uncertainty estimation using a single deep deterministic neural network‏
J Van Amersfoort, L Smith, YW Teh, Y Gal‏
International conference on machine learning, 9690-9700, 2020‏
5842020
Names and faces in the news‏
TL Berg, AC Berg, J Edwards, M Maire, R White, YW Teh, ...‏
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004‏
5452004
Hierarchical Bayesian nonparametric models with applications‏
YW Teh, MI Jordan‏
Bayesian nonparametrics 1, 158-207, 2010‏
4992010
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مقالات 1–20