Improving LDA Topic Models for Microblogs via Tweet Pooling and Automatic Labeling R Mehrotra, S Sanner, W Buntine, L Xie Proceedings of the 36th international ACM SIGIR conference on Research and …, 2013 | 653 | 2013 |
Towards a fair marketplace: Counterfactual evaluation of the trade-off between relevance, fairness & satisfaction in recommendation systems R Mehrotra, J McInerney, H Bouchard, M Lalmas, F Diaz Proceedings of the 27th acm international conference on information and …, 2018 | 322 | 2018 |
Explore, exploit, and explain: personalizing explainable recommendations with bandits J McInerney, B Lacker, S Hansen, K Higley, H Bouchard, A Gruson, ... Proceedings of the 12th ACM conference on recommender systems, 31-39, 2018 | 234 | 2018 |
Algorithmic effects on the diversity of consumption on spotify A Anderson, L Maystre, I Anderson, R Mehrotra, M Lalmas Proceedings of the web conference 2020, 2155-2165, 2020 | 203 | 2020 |
Contextual and sequential user embeddings for large-scale music recommendation C Hansen, C Hansen, L Maystre, R Mehrotra, B Brost, F Tomasi, ... Proceedings of the 14th ACM Conference on Recommender Systems, 53-62, 2020 | 111 | 2020 |
Auditing Search Engines for Differential Satisfaction Across Demographics R Mehrotra, A Anderson, F Diaz, A Sharma, H Wallach, E Yilmaz Proceedings of the 26th International Conference on World Wide Web, 626-633, 2017 | 108 | 2017 |
The music streaming sessions dataset B Brost, R Mehrotra, T Jehan The World Wide Web Conference, 2594-2600, 2019 | 88 | 2019 |
Bandit based optimization of multiple objectives on a music streaming platform R Mehrotra, N Xue, M Lalmas Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 64 | 2020 |
Counterfactual evaluation of slate recommendations with sequential reward interactions J McInerney, B Brost, P Chandar, R Mehrotra, B Carterette Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 54 | 2020 |
Jointly leveraging intent and interaction signals to predict user satisfaction with slate recommendations R Mehrotra, M Lalmas, D Kenney, T Lim-Meng, G Hashemian The World Wide Web Conference, 1256-1267, 2019 | 44 | 2019 |
Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach R Mehrotra, E Yilmaz Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017 | 42 | 2017 |
Shifting consumption towards diverse content on music streaming platforms C Hansen, R Mehrotra, C Hansen, B Brost, L Maystre, M Lalmas Proceedings of the 14th ACM international conference on web search and data …, 2021 | 35 | 2021 |
Deep sequential models for task satisfaction prediction R Mehrotra, AH Awadallah, M Shokouhi, E Yilmaz, I Zitouni, A El Kholy, ... Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 33 | 2017 |
Overview of the TREC 2015 Tasks Track. E Yilmaz, M Verma, R Mehrotra, E Kanoulas, B Carterette, N Craswell TREC, 2015 | 32 | 2015 |
Terms, topics & tasks: Enhanced user modelling for better personalization R Mehrotra, E Yilmaz Proceedings of the 2015 international conference on the theory of …, 2015 | 32 | 2015 |
User interaction sequences for search satisfaction prediction R Mehrotra, I Zitouni, A Hassan Awadallah, AE Kholy, M Khabsa Proceedings of the 40th International ACM SIGIR conference on research and …, 2017 | 29 | 2017 |
The multisided complexity of fairness in recommender systems N Sonboli, R Burke, M Ekstrand, R Mehrotra AI magazine 43 (2), 164-176, 2022 | 28 | 2022 |
Representative & Informative Query Selection for Learning to Rank using Submodular Functions R Mehrotra, E Yilmaz Proceedings of the 38th International ACM SIGIR Conference on Research and …, 2015 | 28 | 2015 |
Personalizing explainable recommendations with bandits JE McInerney, B Lacker, S Hansen, A Gruson, R Mehrotra, H Bouchard US Patent 11,301,513, 2022 | 25 | 2022 |
Hey Cortana! Exploring the use cases of a Desktop based Digital Assistant R Mehrotra, AH Awadallah, AE Kholy, I Zitouni SIGIR 1st international workshop on conversational approaches to information …, 2017 | 25 | 2017 |