| Towards Bursting Filter Bubble via Contextual Risks and Uncertainties | Jun 30, 2017 | ArticlesNews Recommendation | —Unverified | 0 |
| Joint Text Embedding for Personalized Content-based Recommendation | Jun 4, 2017 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Multi-Task Learning for Contextual Bandits | May 24, 2017 | Multi-Armed BanditsMulti-Task Learning | —Unverified | 0 |
| Provably Optimal Algorithms for Generalized Linear Contextual Bandits | Feb 28, 2017 | Multi-Armed BanditsNews Recommendation | —Unverified | 0 |
| Representation learning for very short texts using weighted word embedding aggregation | Jul 2, 2016 | Event DetectionNews Recommendation | CodeCode Available | 0 |
| Wide & Deep Learning for Recommender Systems | Jun 24, 2016 | Click-Through Rate PredictionDeep Learning | CodeCode Available | 1 |
| Streaming Algorithms for News and Scientific Literature Recommendation: Submodular Maximization with a d-Knapsack Constraint | Mar 17, 2016 | Combinatorial OptimizationNews Recommendation | —Unverified | 0 |
| Socially Driven News Recommendation | Jan 29, 2016 | News RecommendationRecommendation Systems | —Unverified | 0 |
| A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems | May 28, 2015 | News RecommendationRecommendation Systems | CodeCode Available | 0 |
| Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems | Apr 28, 2015 | News RecommendationThompson Sampling | —Unverified | 0 |
| Collaborative Filtering Bandits | Feb 11, 2015 | ClusteringCollaborative Filtering | —Unverified | 0 |
| Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques | May 14, 2014 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Fast gradient descent for drifting least squares regression, with application to bandits | Jul 11, 2013 | News Recommendationregression | —Unverified | 0 |
| Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling | Jun 11, 2013 | Multi-Armed BanditsNews Recommendation | —Unverified | 0 |
| Learning Policies for Contextual Submodular Prediction | May 11, 2013 | DiversityDocument Summarization | —Unverified | 0 |
| Personalized News Recommendation with Context Trees | Mar 4, 2013 | ArticlesNews Recommendation | —Unverified | 0 |
| Linear Submodular Bandits and their Application to Diversified Retrieval | Dec 1, 2011 | ArticlesInformation Retrieval | —Unverified | 0 |
| Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms | Mar 31, 2010 | News RecommendationRecommendation Systems | CodeCode Available | 0 |
