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Muhammad Ehsan
Muhammad Ehsan
SMI University
Dirección de correo verificada de stu.smiu.edu.pk - Página principal
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Año
Latent dirichlet allocation
DM Blei, AY Ng, MI Jordan, M Ehsan
Journal of machine Learning research 3 (Jan), 993-1022, 2003
561202003
ROS: an open-source Robot Operating System
M Quigley, K Conley, B Gerkey, J Faust, T Foote, J Leibs, R Wheeler, ...
ICRA workshop on open source software 3 (3.2), 5, 2009
134162009
On spectral clustering: Analysis and an algorithm
A Ng, M Jordan, M Ehsan
Advances in neural information processing systems 14, 2001
128682001
Rectifier nonlinearities improve neural network acoustic models
AL Maas, AY Hannun, AY Ng
Proc. icml 30 (1), 3, 2013
102192013
Recursive deep models for semantic compositionality over a sentiment treebank
R Socher, A Perelygin, J Wu, J Chuang, CD Manning, AY Ng, C Potts
Proceedings of the 2013 conference on empirical methods in natural language …, 2013
99472013
Reading digits in natural images with unsupervised feature learning
Y Netzer, T Wang, A Coates, A Bissacco, B Wu, AY Ng
NIPS workshop on deep learning and unsupervised feature learning 2011 (2), 4, 2011
68482011
Learning word vectors for sentiment analysis
A Maas, RE Daly, PT Pham, D Huang, AY Ng, C Potts
Proceedings of the 49th annual meeting of the association for computational …, 2011
65922011
Large scale distributed deep networks
J Dean, G Corrado, R Monga, K Chen, M Devin, M Mao, M Ranzato, ...
Advances in neural information processing systems 25, 2012
51152012
An analysis of single-layer networks in unsupervised feature learning
A Coates, A Ng, H Lee
Proceedings of the fourteenth international conference on artificial …, 2011
48892011
Apprenticeship learning via inverse reinforcement learning
P Abbeel, AY Ng
Proceedings of the twenty-first international conference on Machine learning, 1, 2004
44252004
Algorithms for inverse reinforcement learning.
AY Ng, S Russell
Icml 1 (2), 2, 2000
44112000
Multimodal deep learning.
J Ngiam, A Khosla, M Kim, J Nam, H Lee, AY Ng
ICML 11, 689-696, 2011
42972011
Distance metric learning with application to clustering with side-information
E Xing, M Jordan, SJ Russell, A Ng
Advances in neural information processing systems 15, 2002
40902002
Deep speech 2: End-to-end speech recognition in english and mandarin
D Amodei, S Ananthanarayanan, R Anubhai, J Bai, E Battenberg, C Case, ...
International conference on machine learning, 173-182, 2016
39172016
On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes
A Ng, M Jordan
Advances in neural information processing systems 14, 2001
38062001
Crystal structure of the β2 adrenergic receptor–Gs protein complex
SGF Rasmussen, BT DeVree, Y Zou, AC Kruse, KY Chung, TS Kobilka, ...
Nature 477 (7366), 549-555, 2011
35752011
Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
H Lee, R Grosse, R Ranganath, AY Ng
Proceedings of the 26th annual international conference on machine learning …, 2009
35672009
Efficient sparse coding algorithms
H Lee, A Battle, R Raina, A Ng
Advances in neural information processing systems 19, 2006
35592006
Policy invariance under reward transformations: Theory and application to reward shaping
AY Ng, D Harada, S Russell
Icml 99, 278-287, 1999
32321999
Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison
J Irvin, P Rajpurkar, M Ko, Y Yu, S Ciurea-Ilcus, C Chute, H Marklund, ...
Proceedings of the AAAI conference on artificial intelligence 33 (01), 590-597, 2019
29512019
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