Muhammad Ehsan

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Citations	337641	154890
h-index	193	130
i10-index	1373	1019

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Co-authors

Andrew NgStanford UniversityVerified email at cs.stanford.edu
Pil Seok ChaeProfessor of Bionano Engineering, Hanyang UniversityVerified email at hanyang.ac.kr
Claus J. LølandProfessor, University of CopenhagenVerified email at sund.ku.dk
Brian KobilkaStanford UniversityVerified email at stanford.edu
Bernadette ByrneProfessor in Molecular Membrane Biology, Imperial College LondonVerified email at imperial.ac.uk
Lan Guan, MD, PhDTexas Tech University Health Sciences CenterVerified email at ttuhsc.edu
Daphne KollerCEO and Founder, insitroVerified email at insitro.com
Jonas S. MortensenUniversity of CopenhagenVerified email at alumni.ku.dk
Yang DuThe Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyVerified email at cs.berkeley.edu
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Karam JabbourAssistant Professor, College of Engineering and Technology, American University of the Middle EastVerified email at aum.edu.kw
Muhammad Waqqas HasanGuangzhou Medical University, ChinaVerified email at gzhmu.edu.cn
Muhammad UsmanResearch Scientist-II at KFUPMVerified email at kfupm.edu.sa
Geoffrey HintonEmeritus Prof. Computer Science, University of TorontoVerified email at cs.toronto.edu
Rana el KalioubyChief Executive Officer and Co-founder, AffectivaVerified email at affectiva.com
Mustafa SuleymanCo-founder & CEO, Inflection AIVerified email at inflection.ai
Li Fei-FeiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Kai-Fu LeeCEO Sinovation VenturesVerified email at chuangxin.com

Muhammad Ehsan

SMI University

Verified email at stu.smiu.edu.pk - Homepage

Artificial Intelligence


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Latent dirichlet allocation DM Blei, AY Ng, MI Jordan, M Ehsan Journal of machine Learning research 3 (Jan), 993-1022, 2003	56140	2003
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	13433	2009
On spectral clustering: Analysis and an algorithm A Ng, M Jordan, M Ehsan Advances in neural information processing systems 14, 2001	12870	2001
Rectifier nonlinearities improve neural network acoustic models AL Maas, AY Hannun, AY Ng Proc. icml 30 (1), 3, 2013	10210	2013
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	9957	2013
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	6862	2011
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	6595	2011
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	5116	2012
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	4890	2011
Apprenticeship learning via inverse reinforcement learning P Abbeel, AY Ng Proceedings of the twenty-first international conference on Machine learning, 1, 2004	4425	2004
Algorithms for inverse reinforcement learning. AY Ng, S Russell Icml 1 (2), 2, 2000	4414	2000
Multimodal deep learning. J Ngiam, A Khosla, M Kim, J Nam, H Lee, AY Ng ICML 11, 689-696, 2011	4300	2011
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	4090	2002
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	3918	2016
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	3804	2001
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	3576	2011
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	3566	2009
Efficient sparse coding algorithms H Lee, A Battle, R Raina, A Ng Advances in neural information processing systems 19, 2006	3561	2006
Policy invariance under reward transformations: Theory and application to reward shaping AY Ng, D Harada, S Russell Icml 99, 278-287, 1999	3230	1999
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	2954	2019

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