Pure exploration in infinitely-armed bandit models with fixed-confidence M Aziz, J Anderton, E Kaufmann, J Aslam Algorithmic Learning Theory, 3-24, 2018 | 36 | 2018 |
A document rating system for preference judgements M Bashir, J Anderton, J Wu, PB Golbus, V Pavlu, JA Aslam Proceedings of the 36th international ACM SIGIR conference on Research and …, 2013 | 24 | 2013 |
A comparison of methods for treatment assignment with an application to playlist generation C Fernández-Loría, F Provost, J Anderton, B Carterette, P Chandar Information Systems Research 34 (2), 786-803, 2023 | 14 | 2023 |
An analysis of crowd workers mistakes for specific and complex relevance assessment task J Anderton, M Bashir, V Pavlu, JA Aslam Proceedings of the 22nd ACM international conference on Information …, 2013 | 10 | 2013 |
Identifying new podcasts with high general appeal using a pure exploration infinitely-armed bandit strategy M Aziz, J Anderton, K Jamieson, A Wang, H Bouchard, J Aslam Proceedings of the 16th ACM Conference on Recommender Systems, 134-144, 2022 | 9 | 2022 |
Scaling up ordinal embedding: A landmark approach J Anderton, J Aslam International Conference on Machine Learning, 282-290, 2019 | 9 | 2019 |
Northeastern University Runs at the TREC12 Crowdsourcing Track. M Bashir, J Anderton, J Wu, M Ekstrand-Abueg, PB Golbus, V Pavlu, ... TREC, 2012 | 7 | 2012 |
Calibrated recommendations as a minimum-cost flow problem H Abdollahpouri, Z Nazari, A Gain, C Gibson, M Dimakopoulou, ... Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 6 | 2023 |
A modification of lambdamart to handle noisy crowdsourced assessments P Metrikov, J Wu, J Anderton, V Pavlu, JA Aslam Proceedings of the 2013 Conference on the Theory of Information Retrieval …, 2013 | 5 | 2013 |
Methods for individual treatment assignment: An application and comparison for playlist generation C Fernandez, F Provost, J Anderton, B Carterette, P Chandar arXiv preprint arXiv:2004.11532, 2020 | 4 | 2020 |
Target-aware Aggregate Diversification in Recommendation H Abdollahpouri, J Anderton, Z Nazari, B Carterette Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation …, 2021 | 1 | 2021 |
Revealing the basis: Ordinal embedding through geometry J Anderton, V Pavlu, J Aslam arXiv preprint arXiv:1805.07589, 2018 | 1 | 2018 |
Measuring Human-perceived Similarity in Heterogeneous Collections J Anderton, P Metrikov, V Pavlu, J Aslam arXiv preprint arXiv:1802.05929, 2018 | 1 | 2018 |
Long-term Off-Policy Evaluation and Learning Y Saito, H Abdollahpouri, J Anderton, B Carterette, M Lalmas arXiv preprint arXiv:2404.15691, 2024 | | 2024 |
Adaptive multi-model item selection systems and methods J Anderton, A Maryam, D Bourgin, BA Carterette US Patent 11,853,328, 2023 | | 2023 |
Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely-Armed Bandit Strategy M Aziz, J Anderton, K Jamieson, A Wang, H Bouchard, J Aslam ACM Transactions on Recommender Systems, 2023 | | 2023 |
Time after Time: Longitudinal Trends in Nostalgic Listening C Hanson, J Anderton, SF Way, I Anderson, S Wolf, A Wang Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022 | | 2022 |
A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation F Provost, J Anderton, B Carterette, P Chandar arXiv. org, 2022 | | 2022 |
Adaptively Pruning Features for Boosted Decision Trees M Aziz, J Anderton, J Aslam arXiv preprint arXiv:1805.07592, 2018 | | 2018 |
Scalable Ordinal Embedding to Model Text Similarity J Anderton | | 2017 |