| 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 (OSDI …, 2014 | 2010 | 2014 |
| Big bird: Transformers for longer sequences M Zaheer, G Guruganesh, KA Dubey, J Ainslie, C Alberti, S Ontanon, ... Advances in neural information processing systems 33, 17283-17297, 2020 | 1490 | 2020 |
| 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 | 779 | 2013 |
| 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 | 745 | 2017 |
| 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 | 551 | 2008 |
| MedLDA: maximum margin supervised topic models for regression and classification J Zhu, A Ahmed, EP Xing Proceedings of the 26th annual international conference on machine learning …, 2009 | 547 | 2009 |
| 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 | 514 | 2012 |
| Sparse additive generative models of text J Eisenstein, A Ahmed, EP Xing Proceedings of the 28th international conference on machine learning (ICML …, 2011 | 389 | 2011 |
| Estimating time-varying networks M Kolar, L Song, A Ahmed, EP Xing The Annals of Applied Statistics, 94-123, 2010 | 349 | 2010 |
| 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 | 327 | 2009 |
| 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 | 325 | 2012 |
| 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 | 259 | 2014 |
| 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 | 239 | 2008 |
| 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 | 207 | 2012 |
| Training hierarchical feed-forward visual recognition models using transfer learning from pseudo-tasks A Ahmed, K Yu, W Xu, Y Gong, E Xing Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008 | 202 | 2008 |
| 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 | 201 | 2015 |
| 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 | 192 | 2011 |
| 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 | 149 | 2013 |
| Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts V Navalpakkam, LD Jentzsch, R Sayres, S Ravi, A Ahmed, A Smola Proceedings of the 22nd international conference on World Wide Web, 953-964, 2013 | 122 | 2013 |
| 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 | 107 | 2011 |
Alex SmolaBoson AIVerified email at smola.org
