2022

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GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network
Jiarui Jin | Kounianhua Du | Weinan Zhang | Jiarui Qin | Yuchen Fang | Yong Yu | Zheng Zhang | Alexander J. Smola
2022 Volume 40 Issue 3

2017

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Neural Survival Recommender
How Jing | Alexander J. Smola
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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Recurrent Recommender Networks
Chao-Yuan Wu | Amr Ahmed | Alex Beutel | Alexander J. Smola | How Jing
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Gaussian Processes for Independence Tests with Non-iid Data in Causal Inference
Seth R. Flaxman | Daniel B. Neill | Alexander J. Smola
2016 Volume 7 Issue 2

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DiFacto: Distributed Factorization Machines
Mu Li | Ziqi Liu | Alexander J. Smola | Yu-Xiang Wang
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

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Explaining Reviews and Ratings with PACO: Poisson Additive Co-Clustering
Chao-Yuan Wu | Alex Beutel | Amr Ahmed | Alexander J. Smola
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

2015

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Inferring Movement Trajectories from GPS Snippets
Mu Li | Amr Ahmed | Alexander J. Smola
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

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ACCAMS: Additive Co-Clustering to Approximate Matrices Succinctly
Alex Beutel | Amr Ahmed | Alexander J. Smola
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015

2014

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Taxonomy discovery for personalized recommendation
Yuchen Zhang | Amr Ahmed | Vanja Josifovski | Alexander J. Smola
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

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Scalable hierarchical multitask learning algorithms for conversion optimization in display advertising
Amr Ahmed | Abhimanyu Das | Alexander J. Smola
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

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CoBaFi: collaborative bayesian filtering
Alex Beutel | Kenton Murray | Christos Faloutsos | Alexander J. Smola
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

2013

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Instant foodie: predicting expert ratings from grassroots
Chenhao Tan | Ed H. Chi | David A. Huffaker | Gueorgi Kossinets | Alexander J. Smola
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

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Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts
Vidhya Navalpakkam | LaDawn Jentzsch | Rory Sayres | Sujith Ravi | Amr Ahmed | Alexander J. Smola
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

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Distributed large-scale natural graph factorization
Amr Ahmed | Nino Shervashidze | Shravan M. Narayanamurthy | Vanja Josifovski | Alexander J. Smola
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

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Hierarchical geographical modeling of user locations from social media posts
Amr Ahmed | Liangjie Hong | Alexander J. Smola
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

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Fair and balanced: learning to present news stories
Amr Ahmed | Choon Hui Teo | S. V. N. Vishwanathan | Alexander J. Smola
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

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Scalable inference in latent variable models
Amr Ahmed | Mohamed Aly | Joseph Gonzalez | Shravan M. Narayanamurthy | Alexander J. Smola
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

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Friend or frenemy?: predicting signed ties in social networks
Shuang-Hong Yang | Alexander J. Smola | Bo Long | Hongyuan Zha | Yi Chang
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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Web-scale multi-task feature selection for behavioral targeting
Amr Ahmed | Mohamed Aly | Abhimanyu Das | Alexander J. Smola | Tasos Anastasakos
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Discovering geographical topics in the twitter stream
Liangjie Hong | Amr Ahmed | Siva Gurumurthy | Alexander J. Smola | Kostas Tsioutsiouliklis
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012

2011

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Scalable clustering of news search results
Srinivas Vadrevu | Choon Hui Teo | Suju Rajan | Kunal Punera | Byron Dom | Alexander J. Smola | Yi Chang | Zhaohui Zheng
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

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Bid generation for advanced match in sponsored search
Andrei Z. Broder | Evgeniy Gabrilovich | Vanja Josifovski | George Mavromatis | Alexander J. Smola
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

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Collaborative competitive filtering: learning recommender using context of user choice
Shuang-Hong Yang | Bo Long | Alexander J. Smola | Hongyuan Zha | Zhaohui Zheng
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Like like alike: joint friendship and interest propagation in social networks
Shuang-Hong Yang | Bo Long | Alexander J. Smola | Narayanan Sadagopan | Zhaohui Zheng | Hongyuan Zha
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011

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Unified analysis of streaming news
Amr Ahmed | Qirong Ho | Jacob Eisenstein | Eric P. Xing | Alexander J. Smola | Choon Hui Teo
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011

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WWW 2011 invited tutorial overview: latent variable models on the internet
Amr Ahmed | Alexander J. Smola
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

2010

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IntervalRank: isotonic regression with listwise and pairwise constraints
Taesup Moon | Alexander J. Smola | Yi Chang | Zhaohui Zheng
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010