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Mucun Tian
Mucun Tian
Science at SiriusXM/Pandora
Verified email at pandora.com
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Year
All the cool kids, how do they fit in?: Popularity and demographic biases in recommender evaluation and effectiveness
MD Ekstrand, M Tian, IM Azpiazu, JD Ekstrand, O Anuyah, D McNeill, ...
Conference on fairness, accountability and transparency, 172-186, 2018
1852018
Exploring author gender in book rating and recommendation
MD Ekstrand, M Tian, MRI Kazi, H Mehrpouyan, D Kluver
Proceedings of the 12th ACM conference on recommender systems, 242-250, 2018
1312018
Estimating error and bias in offline evaluation results
M Tian, MD Ekstrand
Proceedings of the 2020 Conference on Human Information Interaction and …, 2020
72020
Counterfactual Learning to Rank using Heterogeneous Treatment Effect Estimation
M Tian, C Guo, V Ostuni, Z Zhu
arXiv preprint arXiv:2007.09798, 2020
52020
Dynamic prediction of building HVAC energy consumption by ensemble learning approach
W Tian, C Lei, M Tian
2018 International Conference on Computational Science and Computational …, 2018
52018
Estimating Error and Bias of Offline Recommender System Evaluation Results
M Tian
12019
Monte Carlo Estimates of Evaluation Metric Error and Bias
M Tian, MD Ekstrand
REVEAL 2018 Workshop on Offline Evaluation in Recommender Systems, 2018
12018
Scripts for All The Cool Kids, How Do They Fit In?
MD Ekstrand, M Tian, IM Azpiazu, JD Ekstrand, O Anuyah, D McNeill, ...
12017
Script for Estimating Error and Bias in Offline Evaluation Results
M Tian, MD Ekstrand
2021
Monte Carlo Estimates of Evaluation Metric Error and Bias: Work in Progress
M Tian, MD Ekstrand
2018
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Articles 1–10