Amr Ahmed
Amr Ahmed
Senior Staff Research Scientist, Google AI
Verified email at google.com - Homepage
TitleCited byYear
Scaling distributed machine learning with the parameter server
M Li, DG Andersen, JW Park, AJ Smola, A Ahmed, V Josifovski, J Long, ...
11th {USENIX} Symposium on Operating Systems Design and Implementation …, 2014
6562014
MedLDA: maximum margin supervised topic models
J Zhu, A Ahmed, EP Xing
Journal of Machine Learning Research 13 (Aug), 2237-2278, 2012
4122012
Joint latent topic models for text and citations
RM Nallapati, A Ahmed, EP Xing, WW Cohen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
4042008
Discovering geographical topics in the twitter stream
L Hong, A Ahmed, S Gurumurthy, AJ Smola, K Tsioutsiouliklis
Proceedings of the 21st international conference on World Wide Web, 769-778, 2012
3892012
Scalable inference in latent variable models
A Ahmed, M Aly, J Gonzalez, S Narayanamurthy, AJ Smola
Proceedings of the fifth ACM international conference on Web search and data …, 2012
2422012
Recovering time-varying networks of dependencies in social and biological studies
A Ahmed, EP Xing
Proceedings of the National Academy of Sciences 106 (29), 11878-11883, 2009
2422009
Estimating time-varying networks
M Kolar, L Song, A Ahmed, EP Xing
The Annals of Applied Statistics 4 (1), 94-123, 2010
2402010
Sparse additive generative models of text
J Eisenstein, A Ahmed, E P Xing
figshare, 2011
2342011
Distributed large-scale natural graph factorization
A Ahmed, N Shervashidze, S Narayanamurthy, V Josifovski, AJ Smola
Proceedings of the 22nd international conference on World Wide Web, 37-48, 2013
1922013
Recurrent recommender networks
CY Wu, A Ahmed, A Beutel, AJ Smola, H Jing
Proceedings of the tenth ACM international conference on web search and data …, 2017
1902017
Scalable distributed inference of dynamic user interests for behavioral targeting
A Ahmed, Y Low, M Aly, V Josifovski, AJ Smola
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
179*2011
Dynamic non-parametric mixture models and the recurrent chinese restaurant process: with applications to evolutionary clustering
A Ahmed, E Xing
Proceedings of the 2008 SIAM International Conference on Data Mining, 219-230, 2008
1782008
Timeline: A dynamic hierarchical Dirichlet process model for recovering birth/death and evolution of topics in text stream
A Ahmed, EP Xing
arXiv preprint arXiv:1203.3463, 2012
1682012
Reducing the sampling complexity of topic models
AQ Li, A Ahmed, S Ravi, AJ Smola
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1542014
Training hierarchical feed-forward visual recognition models using transfer learning from pseudo-tasks
A Ahmed, K Yu, W Xu, Y Gong, E Xing
European Conference on Computer Vision, 69-82, 2008
1332008
Hierarchical geographical modeling of user locations from social media posts
A Ahmed, L Hong, AJ Smola
Proceedings of the 22nd international conference on World Wide Web, 25-36, 2013
982013
Unified analysis of streaming news
A Ahmed, Q Ho, J Eisenstein, E Xing, AJ Smola, CH Teo
Proceedings of the 20th international conference on World wide web, 267-276, 2011
912011
Dirichlet-hawkes processes with applications to clustering continuous-time document streams
N Du, M Farajtabar, A Ahmed, AJ Smola, L Song
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
802015
Staying informed: supervised and semi-supervised multi-view topical analysis of ideological perspective
A Ahmed, EP Xing
Proceedings of the 2010 Conference on Empirical Methods in Natural Language …, 2010
782010
Supercharging recommender systems using taxonomies for learning user purchase behavior
B Kanagal, A Ahmed, S Pandey, V Josifovski, J Yuan, L Garcia-Pueyo
Proceedings of the VLDB Endowment 5 (10), 956-967, 2012
662012
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