Alexander J. Smola

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
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 3

2017

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Go for a Walk and Arrive at the Answer: Reasoning Over Knowledge Bases with Reinforcement Learning.
Rajarshi Das|Shehzaad Dhuliawala|Manzil Zaheer|Luke Vilnis|Ishan Durugkar|Akshay Krishnamurthy|Alex Smola|Andrew McCallum
6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017, Long Beach, California, USA, December 8, 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
ACM Transactions on Intelligent Systems and Technology (TIST) 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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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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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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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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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
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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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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

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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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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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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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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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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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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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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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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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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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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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