| 2016 | KDD | Images Don't Lie: Transferring Deep Visual Semantic Features to Large-Scale Multimodal Learning to Rank. | Corey Lynch, Kamelia Aryafar, Josh Attenberg |
| 2015 | WWW | Fast and Accurate Maximum Inner Product Recommendations on Map-Reduce. | Rob Hall, Josh Attenberg |
| 2014 | ICPR | Exploring User Behaviour on Etsy through Dominant Colors. | Kamelia Aryafar, Corey Lynch, Josh Attenberg |
| 2014 | KDD | Style in the long tail: discovering unique interests with latent variable models in large scale social E-commerce. | Diane Hu, Rob Hall, Josh Attenberg |
| 2011 | AAAI | Beat the Machine: Challenging Workers to Find the Unknown Unknowns. | Josh Attenberg, Panagiotis G. Ipeirotis, Foster J. Provost |
| 2011 | KDD | Online active inference and learning. | Josh Attenberg, Foster J. Provost |
| 2011 | WSDM | Batch query processing for web search engines. | Shuai Ding, Josh Attenberg, Ricardo Baeza-Yates, Torsten Suel |
| 2010 | KDD | Why label when you can search?: alternatives to active learning for applying human resources to build classification models under extreme class imbalance. | Josh Attenberg, Foster J. Provost |
| 2010 | WWW | Scalable techniques for document identifier assignment ininverted indexes. | Shuai Ding, Josh Attenberg, Torsten Suel |
| 2009 | ICML | Feature hashing for large scale multitask learning. | Kilian Q. Weinberger, Anirban Dasgupta, John Langford, Alexander J. Smola, Josh Attenberg |
| 2009 | KDD | Modeling and predicting user behavior in sponsored search. | Josh Attenberg, Sandeep Pandey, Torsten Suel |
| 2008 | WWW | Analysis of geographic queries in a search engine log. | Qingqing Gan, Josh Attenberg, Alexander Markowetz, Torsten Suel |