Suming J. Chen
Suming J. Chen
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Algorithms and applications for the same-decision probability
SJ Chen, A Choi, A Darwiche
Journal of Artificial Intelligence Research 49, 601-633, 2014
Attribute-based propensity for unbiased learning in recommender systems: Algorithm and case studies
Z Qin, SJ Chen, D Metzler, Y Noh, J Qin, X Wang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Computer Adaptive Testing Using the Same-Decision Probability.
SJ Chen, A Choi, A Darwiche
BMA@ UAI, 34-43, 2015
Value of information based on Decision Robustness
S Chen, A Choi, A Darwiche
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
Improving recommendation quality in google drive
SJ Chen, Z Qin, Z Wilson, B Calaci, M Rose, R Evans, S Abraham, ...
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
An exact algorithm for computing the Same-Decision Probability
SJ Chen, A Choi, A Darwiche
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
Focusing Generalizations of Belief Propagation on Targeted Queries.
A Choi, A Darwiche
AAAI 4, 2, 2008
Training machine learning models with causal logic
A Li, S J. Chen, J Qin, Z Qin
Companion Proceedings of the Web Conference 2020, 557-561, 2020
The Same-Decision Probability: A new tool for decision making
S Chen, A Choi, A Darwiche
Proceedings of the Sixth European Workshop on Probabilistic Graphical Models …, 2012
Stabilizing neural search ranking models
R Li, Z Qin, X Wang, SJ Chen, D Metzler
Proceedings of The Web Conference 2020, 2725-2732, 2020
Parameter tuning in personal search systems
SJ Chen, X Wang, Z Qin, D Metzler
Proceedings of the 13th International Conference on Web Search and Data …, 2020
Itemsuggest: A data management platform for machine learned ranking services
S Tata, V Panait, SJ Chen, M Colagrosso
Robust Decision Making with the Same-Decision Probability
SJ Chen
University of California, Los Angeles, 2015
Edge Deletion Belief Propagation in Discretized Topic Models
S Chen
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